🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
CC-BY-SA-4.0 License
This curated list contains 920 awesome open-source projects with a total of 4.6M stars grouped into 34 categories. All projects are ranked by a project-quality score, which is calculated based on various metrics automatically collected from GitHub and different package managers. If you like to add or update projects, feel free to open an issue, submit a pull request, or directly edit the projects.yaml. Contributions are very welcome!
General-purpose machine learning and deep learning frameworks.
GitHub (👨💻 5.2K · 🔀 22K · 📥 60K · 📦 540K · 📋 47K - 32% open · ⏱️ 10.10.2024):
git clone https://github.com/pytorch/pytorch
PyPi (📥 34M / month · 📦 19K · ⏱️ 04.09.2024):
pip install torch
Conda (📥 24M · ⏱️ 03.09.2024):
conda install -c pytorch pytorch
GitHub (👨💻 4.7K · 🔀 74K · 📦 420K · 📋 43K - 11% open · ⏱️ 10.10.2024):
git clone https://github.com/tensorflow/tensorflow
PyPi (📥 18M / month · 📦 8K · ⏱️ 07.10.2024):
pip install tensorflow
Conda (📥 5M · ⏱️ 31.08.2024):
conda install -c conda-forge tensorflow
Docker Hub (📥 78M · ⭐ 2.6K · ⏱️ 10.10.2024):
docker pull tensorflow/tensorflow
GitHub (👨💻 3.2K · 🔀 25K · 📥 1K · 📦 910K · 📋 12K - 18% open · ⏱️ 10.10.2024):
git clone https://github.com/scikit-learn/scikit-learn
PyPi (📥 79M / month · 📦 25K · ⏱️ 11.09.2024):
pip install scikit-learn
Conda (📥 31M · ⏱️ 11.09.2024):
conda install -c conda-forge scikit-learn
GitHub (👨💻 1.3K · 🔀 19K · 📋 12K - 2% open · ⏱️ 08.10.2024):
git clone https://github.com/keras-team/keras
PyPi (📥 14M / month · 📦 1.6K · ⏱️ 03.10.2024):
pip install keras
Conda (📥 3.7M · ⏱️ 07.10.2024):
conda install -c conda-forge keras
GitHub (👨💻 650 · 🔀 8.7K · 📥 11K · 📦 110K · 📋 5.3K - 8% open · ⏱️ 09.10.2024):
git clone https://github.com/dmlc/xgboost
PyPi (📥 27M / month · 📦 2K · ⏱️ 31.07.2024):
pip install xgboost
Conda (📥 5.3M · ⏱️ 29.09.2024):
conda install -c conda-forge xgboost
GitHub (👨💻 760 · 🔀 2.8K · 📦 31K · 📋 5.6K - 24% open · ⏱️ 10.10.2024):
git clone https://github.com/google/jax
PyPi (📥 4M / month · 📦 1.9K · ⏱️ 04.10.2024):
pip install jax
Conda (📥 1.7M · ⏱️ 02.10.2024):
conda install -c conda-forge jaxlib
GitHub (👨💻 1.3K · 🔀 5.6K · 📥 15K · 📦 6K · 📋 19K - 8% open · ⏱️ 10.10.2024):
git clone https://github.com/PaddlePaddle/Paddle
PyPi (📥 380K / month · 📦 180 · ⏱️ 13.09.2024):
pip install paddlepaddle
GitHub (👨💻 440 · 🔀 2.9K · 📥 34 · 📦 140K · 📋 5.6K - 50% open · ⏱️ 08.10.2024):
git clone https://github.com/statsmodels/statsmodels
PyPi (📥 17M / month · 📦 4.5K · ⏱️ 03.10.2024):
pip install statsmodels
Conda (📥 15M · ⏱️ 03.10.2024):
conda install -c conda-forge statsmodels
GitHub (👨💻 3.1K · 🔀 28K · ⏱️ 10.10.2024):
git clone https://github.com/apache/spark
PyPi (📥 30M / month · 📦 1.5K · ⏱️ 27.09.2024):
pip install pyspark
Conda (📥 3.5M · ⏱️ 03.03.2024):
conda install -c conda-forge pyspark
GitHub (👨💻 970 · 🔀 3.4K · 📥 9.2K · 📦 37K · 📋 7.1K - 11% open · ⏱️ 08.10.2024):
git clone https://github.com/Lightning-AI/lightning
PyPi (📥 6.9M / month · 📦 1.4K · ⏱️ 07.08.2024):
pip install pytorch-lightning
Conda (📥 1.3M · ⏱️ 07.08.2024):
conda install -c conda-forge pytorch-lightning
GitHub (👨💻 320 · 🔀 3.8K · 📥 240K · 📦 38K · 📋 3.4K - 10% open · ⏱️ 09.10.2024):
git clone https://github.com/microsoft/LightGBM
PyPi (📥 9.7M / month · 📦 1.1K · ⏱️ 26.07.2024):
pip install lightgbm
Conda (📥 2.7M · ⏱️ 10.10.2024):
conda install -c conda-forge lightgbm
GitHub (👨💻 1.3K · 🔀 1.2K · 📥 310K · 📦 15 · 📋 2.3K - 23% open · ⏱️ 10.10.2024):
git clone https://github.com/catboost/catboost
PyPi (📥 3.4M / month · 📦 540 · ⏱️ 07.09.2024):
pip install catboost
Conda (📥 1.7M · ⏱️ 07.09.2024):
conda install -c conda-forge catboost
GitHub (👨💻 670 · 🔀 7.5K · 📦 19K · 📋 1.8K - 12% open · ⏱️ 25.09.2024):
git clone https://github.com/fastai/fastai
PyPi (📥 390K / month · 📦 300 · ⏱️ 27.08.2024):
pip install fastai
GitHub (👨💻 180 · 🔀 2.2K · 📦 1.8K · 📋 2K - 1% open · ⏱️ 01.10.2024):
git clone https://github.com/jina-ai/jina
PyPi (📥 130K / month · 📦 27 · ⏱️ 01.10.2024):
pip install jina
Conda (📥 76K · ⏱️ 16.06.2023):
conda install -c conda-forge jina-core
Docker Hub (📥 1.7M · ⭐ 8 · ⏱️ 01.10.2024):
docker pull jinaai/jina
GitHub (👨💻 1.9K · 🔀 13K · 📦 21 · ⏱️ 10.10.2024):
git clone https://github.com/apache/flink
PyPi (📥 220K / month · 📦 35 · ⏱️ 01.08.2024):
pip install apache-flink
GitHub (👨💻 390 · 🔀 2.5K · 📦 16K · 📋 2.8K - 24% open · ⏱️ 15.01.2024):
git clone https://github.com/Theano/Theano
PyPi (📥 95K / month · 📦 170 · ⏱️ 27.07.2020):
pip install theano
Conda (📥 2.5M · ⏱️ 16.06.2023):
conda install -c conda-forge theano
GitHub (👨💻 240 · 🔀 620 · 📥 55 · 📦 9.5K · 📋 1K - 26% open · ⏱️ 10.10.2024):
git clone https://github.com/google/flax
PyPi (📥 840K / month · 📦 470 · ⏱️ 27.08.2024):
pip install flax
Conda (📥 73K · ⏱️ 27.08.2024):
conda install -c conda-forge flax
GitHub (👨💻 1.5K · 🔀 5.8K · 📋 17K - 5% open · ⏱️ 10.10.2024):
git clone https://github.com/unifyai/ivy
PyPi (📥 5.5K / month · 📦 12 · ⏱️ 25.09.2024):
pip install ivy
GitHub (👨💻 29 · 🔀 340 · 📦 47K · 📋 180 - 19% open · ⏱️ 21.09.2024):
git clone https://github.com/arogozhnikov/einops
PyPi (📥 5.2M / month · 📦 2K · ⏱️ 28.04.2024):
pip install einops
Conda (📥 280K · ⏱️ 28.04.2024):
conda install -c conda-forge einops
GitHub (👨💻 64 · 🔀 280 · 📥 380 · 📦 54K · 📋 150 - 12% open · ⏱️ 30.09.2024):
git clone https://github.com/explosion/thinc
PyPi (📥 11M / month · 📦 140 · ⏱️ 01.10.2024):
pip install thinc
Conda (📥 3.1M · ⏱️ 14.07.2024):
conda install -c conda-forge thinc
GitHub (👨💻 340 · 🔀 1.9K · 📋 1.3K - 10% open · ⏱️ 01.08.2024):
git clone https://github.com/VowpalWabbit/vowpal_wabbit
PyPi (📥 56K / month · 📦 40 · ⏱️ 08.08.2024):
pip install vowpalwabbit
Conda (📥 230K · ⏱️ 05.09.2024):
conda install -c conda-forge vowpalwabbit
GitHub (👨💻 320 · 🔀 1.6K · 📋 1.6K - 1% open · ⏱️ 10.10.2024):
git clone https://github.com/mlpack/mlpack
PyPi (📥 8.4K / month · 📦 4 · ⏱️ 20.09.2024):
pip install mlpack
Conda (📥 250K · ⏱️ 22.09.2024):
conda install -c conda-forge mlpack
GitHub (👨💻 660 · 🔀 610 · 📦 3.3K · 📋 1.4K - 10% open · ⏱️ 02.10.2024):
git clone https://github.com/pytorch/ignite
PyPi (📥 180K / month · 📦 98 · ⏱️ 10.10.2024):
pip install pytorch-ignite
Conda (📥 200K · ⏱️ 13.08.2024):
conda install -c pytorch ignite
GitHub (👨💻 160 · 🔀 1.2K · 📦 270 · 📋 1.1K - 32% open · ⏱️ 21.08.2024):
git clone https://github.com/ludwig-ai/ludwig
PyPi (📥 4.8K / month · 📦 6 · ⏱️ 30.07.2024):
pip install ludwig
GitHub (👨💻 59 · 🔀 1.3K · 📦 1.3K · 📋 190 - 16% open · ⏱️ 08.04.2024):
git clone https://github.com/deepmind/sonnet
PyPi (📥 22K / month · 📦 19 · ⏱️ 02.01.2024):
pip install dm-sonnet
Conda (📥 34K · ⏱️ 16.06.2023):
conda install -c conda-forge sonnet
GitHub (👨💻 62 · 🔀 390 · 📦 1.4K · 📋 520 - 11% open · ⏱️ 20.09.2024):
git clone https://github.com/skorch-dev/skorch
PyPi (📥 150K / month · 📦 85 · ⏱️ 27.05.2024):
pip install skorch
Conda (📥 790K · ⏱️ 30.05.2024):
conda install -c conda-forge skorch
GitHub (👨💻 160 · 🔀 700 · 📥 17K · 📦 260 · 📋 950 - 29% open · ⏱️ 08.11.2023):
git clone https://github.com/clab/dynet
PyPi (📥 310K / month · 📦 18 · ⏱️ 21.10.2020):
pip install dyNET
GitHub (👨💻 120 · 🔀 350 · 📥 12K · 📋 460 - 23% open · ⏱️ 10.10.2024):
git clone https://github.com/determined-ai/determined
PyPi (📥 29K / month · 📦 4 · ⏱️ 30.09.2024):
pip install determined
GitHub (👨💻 4.7K · 🔀 94 · 📥 24 · 📋 380 - 24% open · ⏱️ 01.10.2024):
git clone https://github.com/ROCmSoftwarePlatform/tensorflow-upstream
PyPi (📥 6.2K / month · 📦 9 · ⏱️ 10.01.2024):
pip install tensorflow-rocm
GitHub (👨💻 83 · 🔀 230 · 📦 2.1K · 📋 250 - 30% open · ⏱️ 25.09.2024):
git clone https://github.com/deepmind/dm-haiku
PyPi (📥 250K / month · 📦 170 · ⏱️ 28.02.2024):
pip install dm-haiku
Conda (📥 22K · ⏱️ 28.02.2024):
conda install -c conda-forge dm-haiku
GitHub (👨💻 93 · 🔀 240 · 📦 120 · 📋 560 - 37% open · ⏱️ 08.10.2024):
git clone https://github.com/geomstats/geomstats
PyPi (📥 3.7K / month · 📦 12 · ⏱️ 09.09.2024):
pip install geomstats
Conda (📥 3.8K · ⏱️ 10.09.2024):
conda install -c conda-forge geomstats
GitHub (👨💻 17 · 🔀 270 · 📦 560 · 📋 500 - 0% open · ⏱️ 09.07.2024):
git clone https://github.com/amaiya/ktrain
PyPi (📥 14K / month · 📦 4 · ⏱️ 19.06.2024):
pip install ktrain
GitHub (👨💻 76 · 🔀 330 · 📥 980 · 📋 95 - 36% open · ⏱️ 24.09.2024):
git clone https://github.com/sony/nnabla
PyPi (📥 7.5K / month · 📦 44 · ⏱️ 29.05.2024):
pip install nnabla
GitHub (👨💻 73 · 🔀 260 · 📥 420K · 📦 150 · 📋 300 - 25% open · ⏱️ 03.12.2023):
git clone https://github.com/georgia-tech-db/eva
PyPi (📥 1.9K / month · ⏱️ 19.11.2023):
pip install evadb
GitHub (👨💻 35 · 🔀 160 · 📦 400 · 📋 110 - 4% open · ⏱️ 05.10.2024):
git clone https://github.com/pyRiemann/pyRiemann
PyPi (📥 38K / month · 📦 28 · ⏱️ 03.10.2024):
pip install pyriemann
Conda (📥 8.1K · ⏱️ 04.10.2024):
conda install -c conda-forge pyriemann
GitHub (👨💻 250 · 🔀 1K · 📋 1.5K - 27% open · ⏱️ 19.12.2023):
git clone https://github.com/shogun-toolbox/shogun
Conda (📥 150K · ⏱️ 16.06.2023):
conda install -c conda-forge shogun
Docker Hub (📥 1.5K · ⭐ 1 · ⏱️ 31.01.2019):
docker pull shogun/shogun
GitHub (👨💻 37 · 🔀 250 · 📥 2.7K · 📋 660 - 0% open · ⏱️ 10.10.2024):
git clone https://github.com/towhee-io/towhee
PyPi (📥 15K / month · ⏱️ 04.12.2023):
pip install towhee
GitHub (👨💻 29 · 🔀 240 · 📥 500 · 📦 110 · 📋 160 - 38% open · ⏱️ 01.03.2024):
git clone https://github.com/google/neural-tangents
PyPi (📥 3.2K / month · 📦 1 · ⏱️ 11.12.2023):
pip install neural-tangents
GitHub (👨💻 56 · 🔀 160 · 📦 15 · 📋 65 - 61% open · ⏱️ 14.08.2024):
git clone https://github.com/nubank/fklearn
PyPi (📥 3K / month · ⏱️ 14.08.2024):
pip install fklearn
GitHub (👨💻 15 · 🔀 35 · 📥 44 · 📋 51 - 17% open · ⏱️ 09.10.2024):
git clone https://github.com/run-house/runhouse
PyPi (📥 21K / month · 📦 1 · ⏱️ 18.09.2024):
pip install runhouse
GitHub (👨💻 40 · 🔀 130 · 📦 2 · 📋 91 - 40% open · ⏱️ 30.09.2024):
git clone https://github.com/neoml-lib/neoml
PyPi (📥 2.3K / month · ⏱️ 26.12.2023):
pip install neoml
GitHub (👨💻 37 · 🔀 210 · 📥 2.9K · 📋 230 - 34% open · ⏱️ 01.04.2024):
git clone https://github.com/Xtra-Computing/thundersvm
PyPi (📥 1.1K / month · ⏱️ 13.03.2020):
pip install thundersvm
GitHub (👨💻 26 · 🔀 78 · 📦 57 · 📋 110 - 45% open · ⏱️ 27.01.2024):
git clone https://github.com/google/objax
PyPi (📥 1.1K / month · 📦 4 · ⏱️ 06.11.2023):
pip install objax
GitHub (👨💻 14 · 🔀 68 · 📦 91 · 📋 250 - 4% open · ⏱️ 04.12.2023):
git clone https://github.com/pytorchbearer/torchbearer
PyPi (📥 1.5K / month · 📦 4 · ⏱️ 01.12.2023):
pip install torchbearer
GitHub (👨💻 7 · 🔀 100 · 📦 60 · 📋 56 - 12% open · ⏱️ 12.08.2024):
git clone https://github.com/serengil/chefboost
PyPi (📥 4.5K / month · ⏱️ 08.06.2024):
pip install chefboost
GitHub (👨💻 69 · 🔀 820 · 📥 1.5K · 📋 680 - 8% open · ⏱️ 11.03.2024):
git clone https://github.com/XiaoMi/mace
GitHub (👨💻 12 · 🔀 87 · 📦 4 · 📋 81 - 48% open · ⏱️ 29.01.2024):
git clone https://github.com/Xtra-Computing/thundergbm
PyPi (📥 840 / month · ⏱️ 19.09.2022):
pip install thundergbm
General-purpose and task-specific data visualization libraries.
GitHub (👨💻 1.7K · 🔀 7.6K · 📦 1.4M · 📋 11K - 14% open · ⏱️ 10.10.2024):
git clone https://github.com/matplotlib/matplotlib
PyPi (📥 85M / month · 📦 50K · ⏱️ 13.08.2024):
pip install matplotlib
Conda (📥 26M · ⏱️ 12.09.2024):
conda install -c conda-forge matplotlib
GitHub (👨💻 700 · 🔀 4.2K · 📦 93K · 📋 7.7K - 9% open · ⏱️ 02.10.2024):
git clone https://github.com/bokeh/bokeh
PyPi (📥 4.5M / month · 📦 1.7K · ⏱️ 26.09.2024):
pip install bokeh
Conda (📥 15M · ⏱️ 26.09.2024):
conda install -c conda-forge bokeh
GitHub (👨💻 270 · 🔀 2.5K · 📦 310K · 📋 3K - 17% open · ⏱️ 04.10.2024):
git clone https://github.com/plotly/plotly.py
PyPi (📥 20M / month · 📦 6.3K · ⏱️ 12.09.2024):
pip install plotly
Conda (📥 7.1M · ⏱️ 12.09.2024):
conda install -c conda-forge plotly
npm (📥 6.2K / month · 📦 9 · ⏱️ 12.01.2021):
npm install plotlywidget
GitHub (👨💻 160 · 🔀 2.1K · 📥 78 · 📦 70K · 📋 1.8K - 26% open · ⏱️ 09.10.2024):
git clone https://github.com/plotly/dash
PyPi (📥 3.4M / month · 📦 1.3K · ⏱️ 12.09.2024):
pip install dash
Conda (📥 1.5M · ⏱️ 14.09.2024):
conda install -c conda-forge dash
GitHub (👨💻 170 · 🔀 790 · 📥 190 · 📦 170K · 📋 2K - 9% open · ⏱️ 06.10.2024):
git clone https://github.com/altair-viz/altair
PyPi (📥 23M / month · 📦 870 · ⏱️ 27.08.2024):
pip install altair
Conda (📥 2.4M · ⏱️ 02.10.2024):
conda install -c conda-forge altair
GitHub (👨💻 210 · 🔀 1.9K · 📥 440 · 📦 480K · 📋 2.6K - 6% open · ⏱️ 22.07.2024):
git clone https://github.com/mwaskom/seaborn
PyPi (📥 19M / month · 📦 11K · ⏱️ 25.01.2024):
pip install seaborn
Conda (📥 10M · ⏱️ 30.04.2024):
conda install -c conda-forge seaborn
GitHub (👨💻 160 · 🔀 480 · 📥 840 · 📦 3.5K · 📋 1.7K - 34% open · ⏱️ 09.10.2024):
git clone https://github.com/pyvista/pyvista
PyPi (📥 300K / month · 📦 530 · ⏱️ 20.07.2024):
pip install pyvista
Conda (📥 560K · ⏱️ 20.07.2024):
conda install -c conda-forge pyvista
GitHub (👨💻 44 · 🔀 2.8K · 📥 70 · 📦 4.5K · 📋 1.9K - 0% open · ⏱️ 20.06.2024):
git clone https://github.com/pyecharts/pyecharts
PyPi (📥 130K / month · 📦 210 · ⏱️ 20.06.2024):
pip install pyecharts
GitHub (👨💻 130 · 🔀 1.7K · 📥 190 · 📦 4.3K · 📋 810 - 29% open · ⏱️ 04.10.2024):
git clone https://github.com/ydataai/pandas-profiling
PyPi (📥 330K / month · 📦 180 · ⏱️ 03.02.2023):
pip install pandas-profiling
Conda (📥 470K · ⏱️ 16.06.2023):
conda install -c conda-forge pandas-profiling
GitHub (👨💻 140 · 🔀 400 · 📦 12K · 📋 3.3K - 33% open · ⏱️ 09.10.2024):
git clone https://github.com/holoviz/holoviews
PyPi (📥 680K / month · 📦 390 · ⏱️ 01.10.2024):
pip install holoviews
Conda (📥 1.8M · ⏱️ 07.07.2024):
conda install -c conda-forge holoviews
npm (📥 260 / month · 📦 5 · ⏱️ 01.08.2024):
npm install @pyviz/jupyterlab_pyviz
GitHub (👨💻 130 · 🔀 550 · 📦 710 · 📋 1.6K - 31% open · ⏱️ 09.10.2024):
git clone https://github.com/voxel51/fiftyone
PyPi (📥 77K / month · 📦 22 · ⏱️ 01.10.2024):
pip install fiftyone
GitHub (👨💻 290 · 🔀 1.1K · 📦 10K · 📋 1.3K - 31% open · ⏱️ 08.09.2024):
git clone https://github.com/pyqtgraph/pyqtgraph
PyPi (📥 350K / month · 📦 1K · ⏱️ 29.04.2024):
pip install pyqtgraph
Conda (📥 600K · ⏱️ 02.05.2024):
conda install -c conda-forge pyqtgraph
GitHub (👨💻 200 · 🔀 620 · 📦 1.7K · 📋 1.5K - 24% open · ⏱️ 07.10.2024):
git clone https://github.com/vispy/vispy
PyPi (📥 450K / month · 📦 170 · ⏱️ 17.06.2024):
pip install vispy
Conda (📥 610K · ⏱️ 04.09.2024):
conda install -c conda-forge vispy
npm (📥 3 / month · 📦 3 · ⏱️ 15.03.2020):
npm install vispy
GitHub (👨💻 110 · 🔀 210 · 📦 8.9K · 📋 680 - 13% open · ⏱️ 04.10.2024):
git clone https://github.com/has2k1/plotnine
PyPi (📥 3.1M / month · 📦 310 · ⏱️ 09.05.2024):
pip install plotnine
Conda (📥 410K · ⏱️ 20.09.2024):
conda install -c conda-forge plotnine
GitHub (👨💻 23 · 🔀 210 · 📦 74K · 📋 180 - 7% open · ⏱️ 13.05.2024):
git clone https://github.com/xflr6/graphviz
PyPi (📥 17M / month · 📦 2.6K · ⏱️ 21.03.2024):
pip install graphviz
Conda (📥 49K · ⏱️ 08.04.2024):
conda install -c anaconda python-graphviz
GitHub (👨💻 130 · 🔀 360 · 📦 5.8K · 📋 1.3K - 24% open · ⏱️ 08.10.2024):
git clone https://github.com/SciTools/cartopy
PyPi (📥 350K / month · 📦 720 · ⏱️ 08.10.2024):
pip install cartopy
Conda (📥 4.1M · ⏱️ 07.10.2024):
conda install -c conda-forge cartopy
GitHub (👨💻 94 · 🔀 1.2K · 📥 5.2K · 📦 150 · 📋 810 - 12% open · ⏱️ 06.10.2024):
git clone https://github.com/finos/perspective
PyPi (📥 24K / month · 📦 26 · ⏱️ 23.09.2024):
pip install perspective-python
Conda (📥 1.2M · ⏱️ 21.09.2024):
conda install -c conda-forge perspective
npm (📥 4.4K / month · 📦 6 · ⏱️ 23.09.2024):
npm install @finos/perspective-jupyterlab
GitHub (👨💻 130 · 🔀 800 · 📦 1 · 📋 810 - 58% open · ⏱️ 18.08.2024):
git clone https://github.com/lmcinnes/umap
PyPi (📥 1.4M / month · 📦 960 · ⏱️ 03.04.2024):
pip install umap-learn
Conda (📥 2.6M · ⏱️ 14.08.2024):
conda install -c conda-forge umap-learn
GitHub (👨💻 56 · 🔀 360 · 📦 4.9K · 📋 580 - 23% open · ⏱️ 10.10.2024):
git clone https://github.com/holoviz/datashader
PyPi (📥 150K / month · 📦 200 · ⏱️ 04.07.2024):
pip install datashader
Conda (📥 1.2M · ⏱️ 08.07.2024):
conda install -c conda-forge datashader
GitHub (👨💻 72 · 🔀 2.3K · 📦 21 · 📋 550 - 23% open · ⏱️ 15.09.2024):
git clone https://github.com/amueller/word_cloud
PyPi (📥 1.7M / month · 📦 530 · ⏱️ 09.12.2023):
pip install wordcloud
Conda (📥 540K · ⏱️ 16.09.2024):
conda install -c conda-forge wordcloud
GitHub (👨💻 49 · 🔀 110 · 📦 5.9K · 📋 810 - 44% open · ⏱️ 09.10.2024):
git clone https://github.com/holoviz/hvplot
PyPi (📥 230K / month · 📦 200 · ⏱️ 27.09.2024):
pip install hvplot
Conda (📥 650K · ⏱️ 30.09.2024):
conda install -c conda-forge hvplot
GitHub (👨💻 21 · 🔀 49 · 📥 1.1K · 📦 130 · 📋 610 - 24% open · ⏱️ 10.10.2024):
git clone https://github.com/JetBrains/lets-plot
PyPi (📥 42K / month · 📦 13 · ⏱️ 21.08.2024):
pip install lets-plot
GitHub (👨💻 30 · 🔀 400 · 📦 1.2K · 📋 590 - 10% open · ⏱️ 10.09.2024):
git clone https://github.com/man-group/dtale
PyPi (📥 72K / month · 📦 44 · ⏱️ 10.09.2024):
pip install dtale
Conda (📥 340K · ⏱️ 10.09.2024):
conda install -c conda-forge dtale
GitHub (👨💻 65 · 🔀 460 · 📦 58 · 📋 630 - 41% open · ⏱️ 09.09.2024):
git clone https://github.com/bqplot/bqplot
PyPi (📥 190K / month · 📦 99 · ⏱️ 25.03.2024):
pip install bqplot
Conda (📥 1.4M · ⏱️ 19.02.2024):
conda install -c conda-forge bqplot
npm (📥 2.3K / month · 📦 21 · ⏱️ 25.03.2024):
npm install bqplot
GitHub (👨💻 52 · 🔀 360 · 📦 6.6K · 📋 360 - 59% open · ⏱️ 23.12.2023):
git clone https://github.com/mpld3/mpld3
PyPi (📥 370K / month · 📦 150 · ⏱️ 23.12.2023):
pip install mpld3
Conda (📥 210K · ⏱️ 23.12.2023):
conda install -c conda-forge mpld3
npm (📥 760 / month · 📦 9 · ⏱️ 23.12.2023):
npm install mpld3
GitHub (👨💻 12 · 🔀 160 · 📦 890 · 📋 140 - 3% open · ⏱️ 13.08.2024):
git clone https://github.com/pavlin-policar/openTSNE
PyPi (📥 37K / month · 📦 47 · ⏱️ 13.08.2024):
pip install opentsne
Conda (📥 320K · ⏱️ 13.09.2024):
conda install -c conda-forge opentsne
GitHub (👨💻 11 · 🔀 280 · 📦 2.6K · 📋 140 - 31% open · ⏱️ 29.11.2023):
git clone https://github.com/fbdesignpro/sweetviz
PyPi (📥 81K / month · 📦 30 · ⏱️ 29.11.2023):
pip install sweetviz
Conda (📥 35K · ⏱️ 04.12.2023):
conda install -c conda-forge sweetviz
GitHub (👨💻 22 · 🔀 160 · 📥 49 · 📦 480 · 📋 200 - 34% open · ⏱️ 19.03.2024):
git clone https://github.com/ContextLab/hypertools
PyPi (📥 1.6K / month · 📦 2 · ⏱️ 12.02.2022):
pip install hypertools
GitHub (👨💻 17 · 🔀 200 · 📦 760 · 📋 94 - 3% open · ⏱️ 10.06.2024):
git clone https://github.com/AutoViML/AutoViz
PyPi (📥 45K / month · 📦 11 · ⏱️ 10.06.2024):
pip install autoviz
Conda (📥 65K · ⏱️ 26.04.2024):
conda install -c conda-forge autoviz
GitHub (👨💻 27 · 🔀 170 · 📥 870 · 📋 180 - 20% open · ⏱️ 03.10.2024):
git clone https://github.com/tensorflow/data-validation
PyPi (📥 190K / month · 📦 31 · ⏱️ 03.10.2024):
pip install tensorflow-data-validation
GitHub (👨💻 25 · 🔀 320 · 📦 79 · 📋 83 - 61% open · ⏱️ 12.10.2023):
git clone https://github.com/spotify/chartify
PyPi (📥 3.5K / month · 📦 9 · ⏱️ 12.10.2023):
pip install chartify
Conda (📥 33K · ⏱️ 16.06.2023):
conda install -c conda-forge chartify
GitHub (👨💻 12 · 🔀 67 · 📦 1.4K · 📋 170 - 30% open · ⏱️ 24.08.2024):
git clone https://github.com/predict-idlab/plotly-resampler
PyPi (📥 350K / month · 📦 24 · ⏱️ 27.03.2024):
pip install plotly-resampler
Conda (📥 70K · ⏱️ 29.03.2024):
conda install -c conda-forge plotly-resampler
GitHub (👨💻 28 · 🔀 160 · 📥 32 · 📦 190 · 📋 140 - 24% open · ⏱️ 12.06.2024):
git clone https://github.com/marcharper/python-ternary
PyPi (📥 23K / month · 📦 32 · ⏱️ 17.02.2021):
pip install python-ternary
Conda (📥 90K · ⏱️ 16.06.2023):
conda install -c conda-forge python-ternary
GitHub (👨💻 15 · 🔀 65 · 📦 4 · 📋 110 - 14% open · ⏱️ 01.10.2024):
git clone https://github.com/vega/ipyvega
PyPi (📥 14K / month · 📦 17 · ⏱️ 25.09.2024):
pip install vega
Conda (📥 650K · ⏱️ 25.09.2024):
conda install -c conda-forge vega
GitHub (👨💻 10 · 🔀 43 · 📦 36 · 📋 60 - 5% open · ⏱️ 29.09.2024):
git clone https://github.com/beringresearch/ivis
PyPi (📥 1.9K / month · 📦 2 · ⏱️ 13.06.2024):
pip install ivis
GitHub (👨💻 18 · 🔀 230 · 📦 470 · 📋 69 - 65% open · ⏱️ 06.02.2024):
git clone https://github.com/DmitryUlyanov/Multicore-TSNE
PyPi (📥 1.8K / month · 📦 22 · ⏱️ 09.01.2019):
pip install MulticoreTSNE
Conda (📥 51K · ⏱️ 11.10.2023):
conda install -c conda-forge multicore-tsne
GitHub (👨💻 6 · 🔀 100 · 📦 410 · 📋 22 - 27% open · ⏱️ 16.06.2024):
git clone https://github.com/gyli/PyWaffle
PyPi (📥 7.8K / month · 📦 6 · ⏱️ 16.06.2024):
pip install pywaffle
Conda (📥 13K · ⏱️ 16.06.2023):
conda install -c conda-forge pywaffle
GitHub (👨💻 7 · 🔀 38 · 📦 60 · 📋 37 - 45% open · ⏱️ 29.08.2024):
git clone https://github.com/t-makaro/animatplot
PyPi (📥 990 / month · 📦 4 · ⏱️ 29.08.2024):
pip install animatplot
Conda (📥 15K · ⏱️ 01.09.2024):
conda install -c conda-forge animatplot
GitHub (👨💻 4 · 🔀 18 · 📥 7.5K · 📋 140 - 36% open · ⏱️ 14.08.2024):
git clone https://github.com/vegafusion/vegafusion
PyPi (📥 1.6K / month · 📦 2 · ⏱️ 09.05.2024):
pip install vegafusion-jupyter
Conda (📥 240K · ⏱️ 10.05.2024):
conda install -c conda-forge vegafusion-python-embed
npm (📥 250 / month · 📦 3 · ⏱️ 09.05.2024):
npm install vegafusion-jupyter
Libraries for processing, cleaning, manipulating, and analyzing text data as well as libraries for NLP tasks such as language detection, fuzzy matching, classification, seq2seq learning, conversational AI, keyword extraction, and translation.
GitHub (👨💻 2.9K · 🔀 27K · 📦 230K · 📋 16K - 8% open · ⏱️ 10.10.2024):
git clone https://github.com/huggingface/transformers
PyPi (📥 38M / month · 📦 6.4K · ⏱️ 07.10.2024):
pip install transformers
Conda (📥 2.1M · ⏱️ 07.10.2024):
conda install -c conda-forge transformers
GitHub (👨💻 760 · 🔀 4.4K · 📥 200 · 📦 100K · 📋 5.7K - 2% open · ⏱️ 01.10.2024):
git clone https://github.com/explosion/spaCy
PyPi (📥 13M / month · 📦 2.7K · ⏱️ 01.10.2024):
pip install spacy
Conda (📥 4.2M · ⏱️ 22.09.2024):
conda install -c conda-forge spacy
GitHub (👨💻 460 · 🔀 2.9K · 📦 310K · 📋 1.8K - 15% open · ⏱️ 25.09.2024):
git clone https://github.com/nltk/nltk
PyPi (📥 22M / month · 📦 4.7K · ⏱️ 18.08.2024):
pip install nltk
Conda (📥 2.8M · ⏱️ 18.08.2024):
conda install -c conda-forge nltk
GitHub (👨💻 340 · 🔀 1.5K · 📥 420 · 📦 3.7K · 📋 3.4K - 18% open · ⏱️ 10.10.2024):
git clone https://github.com/BerriAI/litellm
PyPi (📥 2.3M / month · 📦 450 · ⏱️ 09.10.2024):
pip install litellm
GitHub (👨💻 460 · 🔀 4.4K · 📥 4.9K · 📦 65K · 📋 1.8K - 20% open · ⏱️ 10.08.2024):
git clone https://github.com/RaRe-Technologies/gensim
PyPi (📥 4.6M / month · 📦 1.4K · ⏱️ 19.07.2024):
pip install gensim
Conda (📥 1.4M · ⏱️ 03.09.2024):
conda install -c conda-forge gensim
GitHub (👨💻 180 · 🔀 2.4K · 📦 50K · 📋 2.2K - 53% open · ⏱️ 10.10.2024):
git clone https://github.com/UKPLab/sentence-transformers
PyPi (📥 5.5M / month · 📦 1.6K · ⏱️ 19.09.2024):
pip install sentence-transformers
Conda (📥 410K · ⏱️ 24.09.2024):
conda install -c conda-forge sentence-transformers
GitHub (👨💻 94 · 🔀 780 · 📥 65 · 📦 110K · 📋 1K - 4% open · ⏱️ 10.10.2024):
git clone https://github.com/huggingface/tokenizers
PyPi (📥 31M / month · 📦 1K · ⏱️ 10.10.2024):
pip install tokenizers
Conda (📥 2.1M · ⏱️ 12.08.2024):
conda install -c conda-forge tokenizers
GitHub (👨💻 270 · 🔀 2.1K · 📦 3.5K · 📋 2.3K - 4% open · ⏱️ 30.08.2024):
git clone https://github.com/flairNLP/flair
PyPi (📥 98K / month · 📦 140 · ⏱️ 25.07.2024):
pip install flair
Conda (📥 32K · ⏱️ 05.01.2024):
conda install -c conda-forge python-flair
GitHub (👨💻 600 · 🔀 4.6K · 📦 4.5K · 📋 6.8K - 1% open · ⏱️ 21.03.2024):
git clone https://github.com/RasaHQ/rasa
PyPi (📥 160K / month · 📦 60 · ⏱️ 18.04.2024):
pip install rasa
GitHub (👨💻 89 · 🔀 1.2K · 📥 45K · 📦 79K · 📋 750 - 4% open · ⏱️ 18.08.2024):
git clone https://github.com/google/sentencepiece
PyPi (📥 23M / month · 📦 1.7K · ⏱️ 19.02.2024):
pip install sentencepiece
Conda (📥 1.1M · ⏱️ 28.09.2024):
conda install -c conda-forge sentencepiece
GitHub (👨💻 430 · 🔀 6.4K · 📥 360 · 📦 3.6K · 📋 4.3K - 29% open · ⏱️ 03.10.2024):
git clone https://github.com/facebookresearch/fairseq
PyPi (📥 150K / month · 📦 120 · ⏱️ 27.06.2022):
pip install fairseq
Conda (📥 95K · ⏱️ 22.09.2024):
conda install -c conda-forge fairseq
GitHub (👨💻 350 · 🔀 2.4K · 📥 270K · 📦 21 · 📋 2.4K - 6% open · ⏱️ 10.10.2024):
git clone https://github.com/NVIDIA/NeMo
PyPi (📥 140K / month · 📦 13 · ⏱️ 15.08.2024):
pip install nemo-toolkit
GitHub (👨💻 37 · 🔀 1.1K · 📥 120 · 📦 43K · 📋 280 - 38% open · ⏱️ 07.08.2024):
git clone https://github.com/sloria/TextBlob
PyPi (📥 1.3M / month · 📦 390 · ⏱️ 15.02.2024):
pip install textblob
Conda (📥 270K · ⏱️ 16.06.2023):
conda install -c conda-forge textblob
GitHub (👨💻 110 · 🔀 710 · 📦 510 · 📋 890 - 4% open · ⏱️ 28.09.2024):
git clone https://github.com/JohnSnowLabs/spark-nlp
PyPi (📥 4M / month · 📦 37 · ⏱️ 25.09.2024):
pip install spark-nlp
GitHub (👨💻 68 · 🔀 4.7K · 📦 6.7K · 📋 1.2K - 47% open · ⏱️ 13.03.2024):
git clone https://github.com/facebookresearch/fastText
PyPi (📥 1.8M / month · 📦 250 · ⏱️ 12.06.2024):
pip install fasttext
Conda (📥 100K · ⏱️ 19.05.2024):
conda install -c conda-forge fasttext
GitHub (👨💻 270 · 🔀 1.9K · 📦 550 · 📋 3.5K - 3% open · ⏱️ 08.10.2024):
git clone https://github.com/deepset-ai/haystack
PyPi (📥 6.4K / month · 📦 5 · ⏱️ 15.12.2021):
pip install haystack
GitHub (👨💻 68 · 🔀 880 · 📦 3.1K · 📋 900 - 10% open · ⏱️ 12.09.2024):
git clone https://github.com/stanfordnlp/stanza
PyPi (📥 280K / month · 📦 180 · ⏱️ 12.09.2024):
pip install stanza
Conda (📥 7.9K · ⏱️ 16.06.2023):
conda install -c stanfordnlp stanza
GitHub (👨💻 96 · 🔀 360 · 📦 2.7K · 📋 2.1K - 5% open · ⏱️ 10.10.2024):
git clone https://github.com/recognai/rubrix
PyPi (📥 1.8K / month · ⏱️ 24.10.2022):
pip install rubrix
Conda (📥 37K · ⏱️ 16.06.2023):
conda install -c conda-forge rubrix
GitHub (👨💻 32 · 🔀 160 · 📦 11K · 📋 140 - 5% open · ⏱️ 07.09.2024):
git clone https://github.com/jamesturk/jellyfish
PyPi (📥 5.8M / month · 📦 270 · ⏱️ 28.07.2024):
pip install jellyfish
Conda (📥 1M · ⏱️ 06.09.2024):
conda install -c conda-forge jellyfish
GitHub (👨💻 120 · 🔀 340 · 📦 7.4K · 📋 360 - 52% open · ⏱️ 05.09.2024):
git clone https://github.com/tensorflow/text
PyPi (📥 7.7M / month · 📦 220 · ⏱️ 30.09.2024):
pip install tensorflow-text
GitHub (👨💻 120 · 🔀 1.4K · 📥 210K · 📦 110 · 📋 1.3K - 23% open · ⏱️ 08.10.2024):
git clone https://github.com/qdrant/qdrant
GitHub (👨💻 20 · 🔀 120 · 📥 15 · 📦 23K · 📋 140 - 8% open · ⏱️ 10.10.2024):
git clone https://github.com/rspeer/python-ftfy
PyPi (📥 5.5M / month · 📦 560 · ⏱️ 06.08.2024):
pip install ftfy
Conda (📥 300K · ⏱️ 06.08.2024):
conda install -c conda-forge ftfy
GitHub (👨💻 220 · 🔀 2.1K · 📦 260 · 📋 1.5K - 3% open · ⏱️ 03.11.2023):
git clone https://github.com/facebookresearch/ParlAI
PyPi (📥 3.8K / month · 📦 5 · ⏱️ 20.09.2022):
pip install parlai
GitHub (👨💻 190 · 🔀 2.2K · 📦 290 · 📋 1.5K - 1% open · ⏱️ 27.06.2024):
git clone https://github.com/OpenNMT/OpenNMT-py
PyPi (📥 9.8K / month · 📦 23 · ⏱️ 18.03.2024):
pip install OpenNMT-py
GitHub (👨💻 72 · 🔀 550 · 📦 340 · 📋 820 - 8% open · ⏱️ 15.08.2024):
git clone https://github.com/dedupeio/dedupe
PyPi (📥 150K / month · 📦 19 · ⏱️ 15.08.2024):
pip install dedupe
Conda (📥 75K · ⏱️ 16.06.2023):
conda install -c conda-forge dedupe
GitHub (👨💻 160 · 🔀 810 · 📋 850 - 38% open · ⏱️ 14.08.2024):
git clone https://github.com/pytorch/text
PyPi (📥 1.4M / month · 📦 280 · ⏱️ 24.04.2024):
pip install torchtext
GitHub (👨💻 77 · 🔀 1.1K · 📦 410 · 📋 640 - 3% open · ⏱️ 12.08.2024):
git clone https://github.com/deepmipt/DeepPavlov
PyPi (📥 13K / month · 📦 4 · ⏱️ 12.08.2024):
pip install deeppavlov
GitHub (👨💻 17 · 🔀 250 · 📥 1K · 📦 7.2K · ⏱️ 09.09.2024):
git clone https://github.com/life4/textdistance
PyPi (📥 910K / month · 📦 99 · ⏱️ 16.07.2024):
pip install textdistance
Conda (📥 640K · ⏱️ 17.07.2024):
conda install -c conda-forge textdistance
GitHub (👨💻 34 · 🔀 170 · 📦 10 · 📋 89 - 30% open · ⏱️ 10.09.2024):
git clone https://github.com/snowballstem/snowball
PyPi (📥 24M / month · 📦 450 · ⏱️ 16.11.2021):
pip install snowballstemmer
Conda (📥 8.7M · ⏱️ 16.06.2023):
conda install -c conda-forge snowballstemmer
GitHub (👨💻 32 · 🔀 530 · 📦 3.1K · 📋 120 - 18% open · ⏱️ 16.05.2024):
git clone https://github.com/miso-belica/sumy
PyPi (📥 450K / month · 📦 31 · ⏱️ 23.10.2022):
pip install sumy
Conda (📥 9.4K · ⏱️ 16.06.2023):
conda install -c conda-forge sumy
GitHub (👨💻 34 · 🔀 220 · 📦 970 · 📋 320 - 9% open · ⏱️ 15.09.2024):
git clone https://github.com/allenai/scispacy
PyPi (📥 24K / month · 📦 34 · ⏱️ 08.03.2024):
pip install scispacy
GitHub (👨💻 22 · 🔀 160 · 📦 1.9K · ⏱️ 05.06.2024):
git clone https://github.com/explosion/spacy-transformers
PyPi (📥 560K / month · 📦 87 · ⏱️ 25.04.2024):
pip install spacy-transformers
Conda (📥 66K · ⏱️ 19.12.2023):
conda install -c conda-forge spacy-transformers
GitHub (👨💻 120 · 🔀 330 · 📥 95 · 📦 270 · 📋 570 - 6% open · ⏱️ 12.05.2024):
git clone https://github.com/cltk/cltk
PyPi (📥 8.8K / month · 📦 15 · ⏱️ 12.05.2024):
pip install cltk
GitHub (👨💻 48 · 🔀 1.1K · 📋 340 - 21% open · ⏱️ 12.10.2023):
git clone https://github.com/Ciphey/Ciphey
PyPi (📥 50K / month · ⏱️ 06.06.2021):
pip install ciphey
Docker Hub (📥 26K · ⭐ 17 · ⏱️ 14.10.2023):
docker pull remnux/ciphey
GitHub (👨💻 32 · 🔀 1.8K · 📦 2 · 📋 150 - 75% open · ⏱️ 16.06.2024):
git clone https://github.com/dwyl/english-words
PyPi (📥 81K / month · 📦 14 · ⏱️ 24.05.2023):
pip install english-words
GitHub (👨💻 31 · 🔀 670 · 📦 24 · 📋 560 - 1% open · ⏱️ 14.09.2024):
git clone https://github.com/zjunlp/deepke
PyPi (📥 4.1K / month · ⏱️ 21.09.2023):
pip install deepke
GitHub (👨💻 14 · 🔀 290 · 📦 630 · 📋 100 - 21% open · ⏱️ 23.09.2024):
git clone https://github.com/JasonKessler/scattertext
PyPi (📥 19K / month · 📦 5 · ⏱️ 23.09.2024):
pip install scattertext
Conda (📥 99K · ⏱️ 16.06.2023):
conda install -c conda-forge scattertext
GitHub (👨💻 19 · 🔀 340 · 📦 730 · 📋 100 - 12% open · ⏱️ 21.05.2024):
git clone https://github.com/DerwenAI/pytextrank
PyPi (📥 70K / month · 📦 19 · ⏱️ 21.02.2024):
pip install pytextrank
GitHub (👨💻 59 · 🔀 750 · 📋 450 - 23% open · ⏱️ 28.06.2024):
git clone https://github.com/google-research/text-to-text-transfer-transformer
PyPi (📥 60K / month · 📦 2 · ⏱️ 18.10.2021):
pip install t5
GitHub (👨💻 65 · 🔀 340 · 📦 110 · 📋 190 - 22% open · ⏱️ 23.10.2023):
git clone https://github.com/bigscience-workshop/promptsource
PyPi (📥 440 / month · 📦 4 · ⏱️ 18.04.2022):
pip install promptsource
GitHub (👨💻 23 · 🔀 96 · 📋 20 - 15% open · ⏱️ 10.10.2024):
git clone https://github.com/comet-ml/opik
PyPi (📥 3.2K / month · ⏱️ 10.10.2024):
pip install opik
GitHub (👨💻 23 · 🔀 80 · 📦 13 · 📋 140 - 15% open · ⏱️ 23.07.2024):
git clone https://github.com/IndicoDataSolutions/finetune
PyPi (📥 1.6K / month · 📦 2 · ⏱️ 29.09.2023):
pip install finetune
GitHub (👨💻 7 · 🔀 60 · 📦 32 · 📋 57 - 22% open · ⏱️ 18.08.2024):
git clone https://github.com/webis-de/small-text
PyPi (📥 1.6K / month · ⏱️ 18.08.2024):
pip install small-text
Conda (📥 9.5K · ⏱️ 18.08.2024):
conda install -c conda-forge small-text
GitHub (👨💻 14 · 🔀 66 · 📦 290 · 📋 130 - 15% open · ⏱️ 19.03.2024):
git clone https://github.com/EricFillion/happy-transformer
PyPi (📥 2.9K / month · 📦 5 · ⏱️ 05.08.2023):
pip install happytransformer
GitHub (👨💻 37 · 🔀 340 · 📋 260 - 63% open · ⏱️ 19.08.2024):
git clone https://github.com/utterworks/fast-bert
PyPi (📥 4K / month · ⏱️ 19.08.2024):
pip install fast-bert
GitHub (👨💻 60 · 🔀 320 · 📥 21 · 📋 310 - 3% open · ⏱️ 07.06.2024):
git clone https://github.com/awslabs/sockeye
PyPi (📥 3.7K / month · ⏱️ 03.03.2023):
pip install sockeye
GitHub (👨💻 12 · 🔀 120 · 📥 690K · 📦 700 · 📋 67 - 56% open · ⏱️ 19.09.2024):
git clone https://github.com/unitaryai/detoxify
PyPi (📥 39K / month · 📦 30 · ⏱️ 01.02.2024):
pip install detoxify
GitHub (👨💻 18 · 🔀 62 · 📥 410 · 📦 6 · 📋 30 - 30% open · ⏱️ 01.10.2024):
git clone https://github.com/unum-cloud/uform
PyPi (📥 1.9K / month · 📦 2 · ⏱️ 01.10.2024):
pip install uform
GitHub (👨💻 8 · 🔀 60 · 📥 110 · 📦 130 · 📋 29 - 37% open · ⏱️ 17.11.2023):
git clone https://github.com/dsfsi/textaugment
PyPi (📥 5.6K / month · 📦 4 · ⏱️ 16.11.2023):
pip install textaugment
GitHub (👨💻 13 · 🔀 1.1K · 📋 370 - 4% open · ⏱️ 10.01.2024):
git clone https://github.com/thunlp/OpenNRE
GitHub (👨💻 4 · 🔀 61 · 📦 12 · 📋 16 - 43% open · ⏱️ 28.09.2024):
git clone https://github.com/facebookresearch/vizseq
PyPi (📥 290 / month · ⏱️ 07.08.2020):
pip install vizseq
Libraries for image & video processing, manipulation, and augmentation as well as libraries for computer vision tasks such as facial recognition, object detection, and classification.
GitHub (👨💻 480 · 🔀 2.2K · 📦 1.9M · 📋 3.2K - 4% open · ⏱️ 10.10.2024):
git clone https://github.com/python-pillow/Pillow
PyPi (📥 130M / month · 📦 7.7K · ⏱️ 01.07.2024):
pip install Pillow
Conda (📥 45M · ⏱️ 11.09.2024):
conda install -c conda-forge pillow
GitHub (👨💻 150 · 🔀 4.7K · 📥 7.1M · 📦 38K · 📋 920 - 5% open · ⏱️ 09.10.2024):
git clone https://github.com/rwightman/pytorch-image-models
PyPi (📥 6.1M / month · 📦 930 · ⏱️ 23.08.2024):
pip install timm
Conda (📥 240K · ⏱️ 24.08.2024):
conda install -c conda-forge timm
GitHub (👨💻 610 · 🔀 6.9K · 📥 39K · 📦 21 · 📋 3.5K - 29% open · ⏱️ 03.10.2024):
git clone https://github.com/pytorch/vision
PyPi (📥 14M / month · 📦 5.6K · ⏱️ 04.09.2024):
pip install torchvision
Conda (📥 1.7M · ⏱️ 07.10.2024):
conda install -c conda-forge torchvision
GitHub (👨💻 150 · 🔀 1.6K · 📦 28K · 📋 1.1K - 31% open · ⏱️ 10.10.2024):
git clone https://github.com/albumentations-team/albumentations
PyPi (📥 4.6M / month · 📦 580 · ⏱️ 08.10.2024):
pip install albumentations
Conda (📥 200K · ⏱️ 22.09.2024):
conda install -c conda-forge albumentations
GitHub (👨💻 160 · 🔀 1.6K · 📦 46K · 📋 1.5K - 31% open · ⏱️ 27.05.2024):
git clone https://github.com/Zulko/moviepy
PyPi (📥 1.4M / month · 📦 940 · ⏱️ 15.12.2021):
pip install moviepy
Conda (📥 270K · ⏱️ 16.06.2023):
conda install -c conda-forge moviepy
GitHub (👨💻 67 · 🔀 2K · 📦 4.2K · 📋 1.1K - 0% open · ⏱️ 10.10.2024):
git clone https://github.com/serengil/deepface
PyPi (📥 110K / month · 📦 44 · ⏱️ 17.08.2024):
pip install deepface
GitHub (👨💻 270 · 🔀 960 · 📥 1.5K · 📦 12K · 📋 950 - 30% open · ⏱️ 10.10.2024):
git clone https://github.com/kornia/kornia
PyPi (📥 1.9M / month · 📦 260 · ⏱️ 28.06.2024):
pip install kornia
Conda (📥 150K · ⏱️ 28.06.2024):
conda install -c conda-forge kornia
GitHub (👨💻 120 · 🔀 290 · 📥 1.3K · 📦 140K · 📋 600 - 16% open · ⏱️ 19.08.2024):
git clone https://github.com/imageio/imageio
PyPi (📥 38M / month · 📦 2.4K · ⏱️ 19.08.2024):
pip install imageio
Conda (📥 7M · ⏱️ 19.08.2024):
conda install -c conda-forge imageio
GitHub (👨💻 480 · 🔀 9.4K · 📦 3K · 📋 8.5K - 20% open · ⏱️ 05.02.2024):
git clone https://github.com/open-mmlab/mmdetection
PyPi (📥 180K / month · 📦 82 · ⏱️ 05.01.2024):
pip install mmdet
GitHub (👨💻 61 · 🔀 5.4K · 📥 4.9M · 📦 2.8K · 📋 2.5K - 45% open · ⏱️ 30.09.2024):
git clone https://github.com/deepinsight/insightface
PyPi (📥 280K / month · 📦 30 · ⏱️ 17.12.2022):
pip install insightface
GitHub (👨💻 49 · 🔀 830 · 📦 450K · 📋 810 - 15% open · ⏱️ 24.07.2024):
git clone https://github.com/opencv/opencv-python
PyPi (📥 17M / month · 📦 10K · ⏱️ 17.06.2024):
pip install opencv-python
GitHub (👨💻 270 · 🔀 7.4K · 📦 2K · 📋 3.6K - 14% open · ⏱️ 10.10.2024):
git clone https://github.com/facebookresearch/detectron2
PyPi (📦 13 · ⏱️ 06.02.2020):
pip install detectron2
Conda (📥 430K · ⏱️ 26.08.2024):
conda install -c conda-forge detectron2
GitHub (👨💻 110 · 🔀 200 · 📥 50K · 📦 20K · 📋 430 - 6% open · ⏱️ 01.10.2024):
git clone https://github.com/emcconville/wand
PyPi (📥 950K / month · 📦 260 · ⏱️ 03.11.2023):
pip install wand
Conda (📥 77K · ⏱️ 16.06.2023):
conda install -c conda-forge wand
GitHub (👨💻 130 · 🔀 1.7K · 📦 1.3K · 📋 2.1K - 11% open · ⏱️ 10.10.2024):
git clone https://github.com/PaddlePaddle/PaddleSeg
PyPi (📥 1.5K / month · 📦 7 · ⏱️ 30.11.2022):
pip install paddleseg
GitHub (👨💻 21 · 🔀 3K · 📦 530 · 📋 280 - 48% open · ⏱️ 09.10.2024):
git clone https://github.com/lucidrains/vit-pytorch
PyPi (📥 22K / month · 📦 13 · ⏱️ 09.10.2024):
pip install vit-pytorch
GitHub (👨💻 53 · 🔀 270 · 📦 320 · 📋 570 - 12% open · ⏱️ 10.10.2024):
git clone https://github.com/lightly-ai/lightly
PyPi (📥 35K / month · 📦 14 · ⏱️ 24.09.2024):
pip install lightly
GitHub (👨💻 19 · 🔀 2.2K · 📥 940K · 📦 1.7K · 📋 760 - 41% open · ⏱️ 20.02.2024):
git clone https://github.com/OlafenwaMoses/ImageAI
PyPi (📥 9.2K / month · 📦 19 · ⏱️ 02.01.2023):
pip install imageai
Conda (📥 8K · ⏱️ 16.06.2023):
conda install -c conda-forge imageai
GitHub (👨💻 27 · 🔀 330 · 📦 14K · 📋 140 - 13% open · ⏱️ 09.10.2024):
git clone https://github.com/JohannesBuchner/imagehash
PyPi (📥 1.5M / month · 📦 240 · ⏱️ 28.09.2022):
pip install ImageHash
Conda (📥 400K · ⏱️ 16.06.2023):
conda install -c conda-forge imagehash
GitHub (👨💻 140 · 🔀 380 · 📥 7.8K · 📦 23 · 📋 3.3K - 9% open · ⏱️ 24.09.2024):
git clone https://github.com/CellProfiler/CellProfiler
PyPi (📥 2.2K / month · 📦 2 · ⏱️ 16.09.2024):
pip install cellprofiler
GitHub (👨💻 180 · 🔀 2.8K · 📋 5.4K - 22% open · ⏱️ 10.10.2024):
git clone https://github.com/PaddlePaddle/PaddleDetection
PyPi (📥 550 / month · 📦 2 · ⏱️ 19.09.2022):
pip install paddledet
GitHub (👨💻 48 · 🔀 570 · 📥 28K · 📦 1.4K · ⏱️ 27.08.2024):
git clone https://github.com/obss/sahi
PyPi (📥 180K / month · 📦 26 · ⏱️ 10.07.2024):
pip install sahi
Conda (📥 74K · ⏱️ 24.07.2024):
conda install -c conda-forge sahi
GitHub (👨💻 51 · 🔀 420 · 📥 3.9M · 📋 370 - 10% open · ⏱️ 10.10.2024):
git clone https://github.com/mindee/doctr
PyPi (📥 52K / month · 📦 12 · ⏱️ 08.08.2024):
pip install python-doctr
GitHub (👨💻 14 · 🔀 250 · 📥 1.7K · 📦 610 · 📋 300 - 2% open · ⏱️ 22.06.2024):
git clone https://github.com/abhiTronix/vidgear
PyPi (📥 26K / month · 📦 15 · ⏱️ 22.06.2024):
pip install vidgear
GitHub (👨💻 16 · 🔀 530 · 📦 6.2K · 📋 130 - 37% open · ⏱️ 08.10.2024):
git clone https://github.com/ipazc/mtcnn
PyPi (📥 110K / month · 📦 73 · ⏱️ 08.10.2024):
pip install mtcnn
Conda (📥 13K · ⏱️ 16.06.2023):
conda install -c conda-forge mtcnn
GitHub (👨💻 26 · 🔀 1.3K · 📦 21 · 📋 320 - 24% open · ⏱️ 30.08.2024):
git clone https://github.com/1adrianb/face-alignment
PyPi (📥 64K / month · 📦 10 · ⏱️ 17.08.2023):
pip install face-alignment
GitHub (👨💻 35 · 🔀 150 · 📦 1.4K · 📋 91 - 23% open · ⏱️ 17.07.2024):
git clone https://github.com/luispedro/mahotas
PyPi (📥 27K / month · 📦 63 · ⏱️ 17.07.2024):
pip install mahotas
Conda (📥 500K · ⏱️ 18.07.2024):
conda install -c conda-forge mahotas
GitHub (👨💻 18 · 🔀 940 · 📥 1.3M · 📦 2.3K · 📋 180 - 41% open · ⏱️ 02.08.2024):
git clone https://github.com/timesler/facenet-pytorch
PyPi (📥 70K / month · 📦 51 · ⏱️ 29.04.2024):
pip install facenet-pytorch
GitHub (👨💻 16 · 🔀 49 · 📦 810 · 📋 440 - 42% open · ⏱️ 21.09.2024):
git clone https://github.com/libvips/pyvips
PyPi (📥 73K / month · 📦 77 · ⏱️ 28.04.2024):
pip install pyvips
Conda (📥 130K · ⏱️ 06.09.2024):
conda install -c conda-forge pyvips
GitHub (👨💻 56 · 🔀 410 · 📋 210 - 50% open · ⏱️ 13.08.2024):
git clone https://github.com/facebookresearch/pytorchvideo
PyPi (📥 19K / month · 📦 24 · ⏱️ 20.01.2022):
pip install pytorchvideo
GitHub (👨💻 31 · 🔀 240 · 📥 330 · 📦 230 · 📋 170 - 14% open · ⏱️ 27.07.2024):
git clone https://github.com/tryolabs/norfair
PyPi (📥 23K / month · 📦 9 · ⏱️ 30.05.2022):
pip install norfair
GitHub (👨💻 120 · 🔀 920 · 📦 21 · 📋 690 - 21% open · ⏱️ 25.05.2024):
git clone https://github.com/facebookresearch/mmf
PyPi (📥 1.1K / month · 📦 1 · ⏱️ 12.06.2020):
pip install mmf
GitHub (👨💻 15 · 🔀 1K · 📋 540 - 50% open · ⏱️ 21.08.2024):
git clone https://github.com/qubvel/segmentation_models
PyPi (📥 27K / month · 📦 28 · ⏱️ 10.01.2020):
pip install segmentation_models
GitHub (👨💻 31 · 🔀 170 · 📦 54 · 📋 280 - 36% open · ⏱️ 06.05.2024):
git clone https://github.com/libffcv/ffcv
PyPi (📥 1K / month · 📦 1 · ⏱️ 28.01.2022):
pip install ffcv
GitHub (👨💻 39 · 🔀 360 · 📋 240 - 60% open · ⏱️ 01.08.2024):
git clone https://github.com/tensorflow/graphics
PyPi (📥 17K / month · 📦 11 · ⏱️ 03.12.2021):
pip install tensorflow-graphics
GitHub (👨💻 38 · 🔀 330 · 📦 53 · 📋 190 - 43% open · ⏱️ 03.03.2024):
git clone https://github.com/facebookresearch/vissl
PyPi (📥 200 / month · 📦 1 · ⏱️ 02.11.2021):
pip install vissl
GitHub (👨💻 30 · 🔀 220 · 📦 7 · 📋 190 - 33% open · ⏱️ 07.10.2024):
git clone https://github.com/google-research/kubric
PyPi (📥 39K / month · ⏱️ 27.12.2023):
pip install kubric-nightly
GitHub (👨💻 27 · 🔀 2.4K · 📦 21 · 📋 540 - 47% open · ⏱️ 12.03.2024):
git clone https://github.com/facebookresearch/detr
GitHub (👨💻 33 · 🔀 1.2K · 📦 20 · 📋 680 - 57% open · ⏱️ 13.08.2024):
git clone https://github.com/facebookresearch/SlowFast
PyPi (📥 60 / month · ⏱️ 15.01.2020):
pip install pyslowfast
GitHub (👨💻 85 · 🔀 420 · 📋 270 - 55% open · ⏱️ 08.10.2024):
git clone https://github.com/google-research/scenic
Libraries for graph processing, clustering, embedding, and machine learning tasks.
GitHub (👨💻 750 · 🔀 3.2K · 📥 76 · 📦 300K · 📋 3.4K - 10% open · ⏱️ 10.10.2024):
git clone https://github.com/networkx/networkx
PyPi (📥 81M / month · 📦 9.5K · ⏱️ 06.10.2024):
pip install networkx
Conda (📥 18M · ⏱️ 08.04.2024):
conda install -c conda-forge networkx
GitHub (👨💻 520 · 🔀 3.6K · 📦 6.6K · 📋 3.7K - 27% open · ⏱️ 09.10.2024):
git clone https://github.com/pyg-team/pytorch_geometric
PyPi (📥 410K / month · 📦 360 · ⏱️ 26.09.2024):
pip install torch-geometric
Conda (📥 94K · ⏱️ 26.09.2024):
conda install -c conda-forge pytorch_geometric
GitHub (👨💻 300 · 🔀 3K · 📦 310 · 📋 2.9K - 18% open · ⏱️ 10.10.2024):
git clone https://github.com/dmlc/dgl
PyPi (📥 130K / month · 📦 150 · ⏱️ 13.05.2024):
pip install dgl
GitHub (👨💻 45 · 🔀 200 · 📦 120 · 📋 340 - 51% open · ⏱️ 10.10.2024):
git clone https://github.com/graphistry/pygraphistry
PyPi (📥 9.9K / month · 📦 6 · ⏱️ 10.10.2024):
pip install graphistry
GitHub (👨💻 41 · 🔀 180 · 📥 210 · 📦 240 · 📋 580 - 20% open · ⏱️ 07.10.2024):
git clone https://github.com/pykeen/pykeen
PyPi (📥 9.8K / month · 📦 6 · ⏱️ 19.02.2024):
pip install pykeen
GitHub (👨💻 32 · 🔀 400 · 📦 2K · 📋 300 - 8% open · ⏱️ 01.02.2024):
git clone https://github.com/snap-stanford/ogb
PyPi (📥 81K / month · 📦 22 · ⏱️ 02.11.2022):
pip install ogb
Conda (📥 38K · ⏱️ 16.06.2023):
conda install -c conda-forge ogb
GitHub (👨💻 27 · 🔀 340 · 📦 330 · 📋 280 - 24% open · ⏱️ 21.01.2024):
git clone https://github.com/danielegrattarola/spektral
PyPi (📥 12K / month · 📦 7 · ⏱️ 21.01.2024):
pip install spektral
GitHub (👨💻 21 · 🔀 250 · 📦 56 · 📋 240 - 17% open · ⏱️ 28.02.2024):
git clone https://github.com/Accenture/AmpliGraph
PyPi (📥 1.5K / month · 📦 2 · ⏱️ 26.02.2024):
pip install ampligraph
GitHub (👨💻 16 · 🔀 240 · 📦 690 · 📋 93 - 5% open · ⏱️ 02.08.2024):
git clone https://github.com/eliorc/node2vec
PyPi (📥 17K / month · 📦 31 · ⏱️ 02.08.2024):
pip install node2vec
Conda (📥 31K · ⏱️ 16.06.2023):
conda install -c conda-forge node2vec
GitHub (👨💻 32 · 🔀 450 · 📥 210 · 📋 200 - 32% open · ⏱️ 03.03.2024):
git clone https://github.com/facebookresearch/PyTorch-BigGraph
PyPi (📥 430K / month · 📦 2 · ⏱️ 14.10.2019):
pip install torchbiggraph
GitHub (👨💻 35 · 🔀 140 · 📋 170 - 21% open · ⏱️ 10.09.2024):
git clone https://github.com/rusty1s/pytorch_cluster
PyPi (📥 16K / month · 📦 62 · ⏱️ 12.10.2023):
pip install torch-cluster
Conda (📥 200K · ⏱️ 28.08.2024):
conda install -c conda-forge pytorch_cluster
GitHub (👨💻 18 · 🔀 57 · 📥 13 · 📦 110 · 📋 50 - 50% open · ⏱️ 11.11.2023):
git clone https://github.com/snap-stanford/deepsnap
PyPi (📥 600 / month · 📦 2 · ⏱️ 05.09.2021):
pip install deepsnap
GitHub (👨💻 10 · 🔀 100 · 📦 48 · 📋 34 - 44% open · ⏱️ 07.11.2023):
git clone https://github.com/gsi-upm/sematch
PyPi (📥 550 / month · ⏱️ 17.04.2017):
pip install sematch
GitHub (👨💻 13 · 🔀 98 · 📥 240 · 📋 63 - 19% open · ⏱️ 18.11.2023):
git clone https://github.com/vaticle/kglib
PyPi (📥 370 / month · ⏱️ 19.08.2020):
pip install grakn-kglib
GitHub (👨💻 16 · 🔀 120 · 📋 39 - 35% open · ⏱️ 05.02.2024):
git clone https://github.com/THUMNLab/AutoGL
PyPi (⏱️ 23.12.2020):
pip install auto-graph-learning
GitHub (👨💻 12 · 🔀 490 · 📋 110 - 9% open · ⏱️ 10.01.2024):
git clone https://github.com/thunlp/OpenNE
GitHub (👨💻 1 · 🔀 150 · 📋 110 - 46% open · ⏱️ 14.06.2024):
git clone https://github.com/DeepGraphLearning/graphvite
Conda (📥 4.8K · ⏱️ 16.06.2023):
conda install -c milagraph graphvite
Libraries for audio analysis, manipulation, transformation, and extraction, as well as speech recognition and music generation tasks.
GitHub (👨💻 240 · 🔀 1.4K · 📦 2.3K · 📋 1.1K - 12% open · ⏱️ 09.10.2024):
git clone https://github.com/speechbrain/speechbrain
PyPi (📥 2.9M / month · 📦 62 · ⏱️ 02.09.2024):
pip install speechbrain
GitHub (👨💻 450 · 🔀 2.2K · 📥 82 · 📦 380 · 📋 2.4K - 14% open · ⏱️ 10.10.2024):
git clone https://github.com/espnet/espnet
PyPi (📥 33K / month · 📦 12 · ⏱️ 06.02.2024):
pip install espnet
GitHub (👨💻 170 · 🔀 4.2K · 📥 3.3M · 📦 1.8K · 📋 1.1K - 7% open · ⏱️ 10.02.2024):
git clone https://github.com/coqui-ai/TTS
PyPi (📥 120K / month · 📦 53 · ⏱️ 12.12.2023):
pip install tts
Conda (📥 17K · ⏱️ 16.06.2023):
conda install -c conda-forge tts
GitHub (👨💻 230 · 🔀 640 · 📋 980 - 25% open · ⏱️ 29.09.2024):
git clone https://github.com/pytorch/audio
PyPi (📥 5.5M / month · 📦 1.3K · ⏱️ 04.09.2024):
pip install torchaudio
GitHub (👨💻 51 · 🔀 2.4K · 📦 21 · 📋 640 - 50% open · ⏱️ 13.08.2024):
git clone https://github.com/Uberi/speech_recognition
PyPi (📥 1.1M / month · 📦 580 · ⏱️ 05.05.2024):
pip install SpeechRecognition
Conda (📥 200K · ⏱️ 06.05.2024):
conda install -c conda-forge speechrecognition
GitHub (👨💻 120 · 🔀 960 · 📋 1.2K - 4% open · ⏱️ 08.10.2024):
git clone https://github.com/librosa/librosa
PyPi (📥 2.8M / month · 📦 1.4K · ⏱️ 14.05.2024):
pip install librosa
Conda (📥 820K · ⏱️ 15.05.2024):
conda install -c conda-forge librosa
GitHub (👨💻 160 · 🔀 3.7K · 📦 530 · 📋 1K - 41% open · ⏱️ 01.08.2024):
git clone https://github.com/magenta/magenta
PyPi (📥 7K / month · 📦 5 · ⏱️ 01.08.2022):
pip install magenta
GitHub (👨💻 29 · 🔀 190 · 📦 580 · 📋 180 - 25% open · ⏱️ 07.10.2024):
git clone https://github.com/iver56/audiomentations
PyPi (📥 49K / month · 📦 18 · ⏱️ 03.09.2024):
pip install audiomentations
GitHub (👨💻 38 · 🔀 500 · 📦 34 · 📋 550 - 0% open · ⏱️ 27.09.2024):
git clone https://github.com/Picovoice/Porcupine
PyPi (📥 12K / month · 📦 35 · ⏱️ 27.08.2024):
pip install pvporcupine
GitHub (👨💻 25 · 🔀 110 · 📦 24K · 📋 94 - 39% open · ⏱️ 15.12.2023):
git clone https://github.com/beetbox/audioread
PyPi (📥 2.1M / month · 📦 140 · ⏱️ 27.09.2023):
pip install audioread
Conda (📥 880K · ⏱️ 03.09.2024):
conda install -c conda-forge audioread
GitHub (👨💻 28 · 🔀 1.2K · 📦 520 · 📋 320 - 62% open · ⏱️ 22.10.2023):
git clone https://github.com/tyiannak/pyAudioAnalysis
PyPi (📥 15K / month · 📦 12 · ⏱️ 07.02.2022):
pip install pyAudioAnalysis
GitHub (👨💻 34 · 🔀 110 · 📥 20K · 📦 43K · 📋 260 - 46% open · ⏱️ 27.07.2024):
git clone https://github.com/bastibe/python-soundfile
PyPi (📥 5.7M / month · 📦 780 · ⏱️ 15.02.2023):
pip install soundfile
conda install -c anaconda pysoundfile
GitHub (👨💻 24 · 🔀 200 · 📦 440 · 📋 280 - 24% open · ⏱️ 25.08.2024):
git clone https://github.com/CPJKU/madmom
PyPi (📥 2.6K / month · 📦 27 · ⏱️ 14.11.2018):
pip install madmom
GitHub (👨💻 32 · 🔀 320 · 📦 60 · 📋 170 - 28% open · ⏱️ 23.09.2024):
git clone https://github.com/magenta/ddsp
PyPi (📥 4.5K / month · 📦 1 · ⏱️ 25.05.2022):
pip install ddsp
Conda (📥 18K · ⏱️ 16.06.2023):
conda install -c conda-forge ddsp
GitHub (👨💻 27 · 🔀 100 · 📋 130 - 11% open · ⏱️ 29.08.2024):
git clone https://github.com/devsnd/tinytag
PyPi (📥 28K / month · 📦 110 · ⏱️ 26.10.2023):
pip install tinytag
GitHub (👨💻 15 · 🔀 89 · 📦 220 · 📋 63 - 28% open · ⏱️ 13.02.2024):
git clone https://github.com/KinWaiCheuk/nnAudio
PyPi (📥 16K / month · 📦 4 · ⏱️ 13.02.2024):
pip install nnAudio
Libraries to load, process, analyze, and write geographic data as well as libraries for spatial analysis, map visualization, and geocoding.
GitHub (👨💻 270 · 🔀 2.1K · 📦 8.1K · 📋 3.1K - 11% open · ⏱️ 04.10.2024):
git clone https://github.com/visgl/deck.gl
PyPi (📥 5.5M / month · 📦 120 · ⏱️ 10.05.2024):
pip install pydeck
Conda (📥 620K · ⏱️ 16.06.2023):
conda install -c conda-forge pydeck
npm (📥 580K / month · 📦 300 · ⏱️ 08.10.2024):
npm install deck.gl
GitHub (👨💻 160 · 🔀 560 · 📥 3.7K · 📦 81K · 📋 1.2K - 23% open · ⏱️ 02.10.2024):
git clone https://github.com/shapely/shapely
PyPi (📥 34M / month · 📦 2.9K · ⏱️ 19.08.2024):
pip install shapely
Conda (📥 10M · ⏱️ 25.09.2024):
conda install -c conda-forge shapely
GitHub (👨💻 230 · 🔀 920 · 📥 2.7K · 📦 42K · 📋 1.7K - 25% open · ⏱️ 10.10.2024):
git clone https://github.com/geopandas/geopandas
PyPi (📥 7.8M / month · 📦 2.8K · ⏱️ 02.07.2024):
pip install geopandas
Conda (📥 4M · ⏱️ 21.09.2024):
conda install -c conda-forge geopandas
GitHub (👨💻 170 · 🔀 2.2K · 📦 44K · 📋 1.1K - 7% open · ⏱️ 08.10.2024):
git clone https://github.com/python-visualization/folium
PyPi (📥 1.5M / month · 📦 750 · ⏱️ 16.06.2024):
pip install folium
Conda (📥 3.1M · ⏱️ 17.06.2024):
conda install -c conda-forge folium
GitHub (👨💻 160 · 🔀 530 · 📥 970 · 📦 13K · 📋 1.8K - 7% open · ⏱️ 07.10.2024):
git clone https://github.com/rasterio/rasterio
PyPi (📥 3.5M / month · 📦 1.4K · ⏱️ 01.10.2024):
pip install rasterio
Conda (📥 3.6M · ⏱️ 01.10.2024):
conda install -c conda-forge rasterio
GitHub (👨💻 92 · 🔀 1.1K · 📥 12K · 📦 840 · 📋 760 - 8% open · ⏱️ 02.10.2024):
git clone https://github.com/Esri/arcgis-python-api
PyPi (📥 78K / month · 📦 40 · ⏱️ 01.10.2024):
pip install arcgis
docker pull esridocker/arcgis-api-python-notebook
GitHub (👨💻 76 · 🔀 200 · 📦 23K · 📋 800 - 3% open · ⏱️ 30.09.2024):
git clone https://github.com/Toblerity/Fiona
PyPi (📥 5.3M / month · 📦 270 · ⏱️ 16.09.2024):
pip install fiona
Conda (📥 6M · ⏱️ 18.09.2024):
conda install -c conda-forge fiona
GitHub (👨💻 66 · 🔀 210 · 📦 34K · 📋 620 - 5% open · ⏱️ 10.10.2024):
git clone https://github.com/pyproj4/pyproj
PyPi (📥 9.6M / month · 📦 1.7K · ⏱️ 01.10.2024):
pip install pyproj
Conda (📥 8.7M · ⏱️ 01.10.2024):
conda install -c conda-forge pyproj
GitHub (👨💻 130 · 🔀 640 · 📥 84 · 📋 290 - 13% open · ⏱️ 23.11.2023):
git clone https://github.com/geopy/geopy
PyPi (📥 6.3M / month · 📦 900 · ⏱️ 23.11.2023):
pip install geopy
Conda (📥 1.5M · ⏱️ 28.02.2024):
conda install -c conda-forge geopy
GitHub (👨💻 90 · 🔀 360 · 📦 12K · 📋 650 - 44% open · ⏱️ 22.07.2024):
git clone https://github.com/jupyter-widgets/ipyleaflet
PyPi (📥 280K / month · 📦 280 · ⏱️ 22.07.2024):
pip install ipyleaflet
Conda (📥 1.3M · ⏱️ 22.07.2024):
conda install -c conda-forge ipyleaflet
npm (📥 7.4K / month · 📦 9 · ⏱️ 22.07.2024):
npm install jupyter-leaflet
GitHub (👨💻 79 · 🔀 300 · 📦 1.7K · 📋 650 - 2% open · ⏱️ 07.10.2024):
git clone https://github.com/pysal/pysal
PyPi (📥 46K / month · 📦 49 · ⏱️ 30.07.2024):
pip install pysal
Conda (📥 580K · ⏱️ 30.07.2024):
conda install -c conda-forge pysal
GitHub (👨💻 58 · 🔀 120 · 📦 18K · 📋 100 - 25% open · ⏱️ 04.10.2024):
git clone https://github.com/jazzband/geojson
PyPi (📥 3.1M / month · 📦 700 · ⏱️ 05.11.2023):
pip install geojson
Conda (📥 860K · ⏱️ 06.11.2023):
conda install -c conda-forge geojson
GitHub (👨💻 32 · 🔀 75 · 📦 1.1K · 📋 340 - 29% open · ⏱️ 08.10.2024):
git clone https://github.com/holoviz/geoviews
PyPi (📥 17K / month · 📦 59 · ⏱️ 16.09.2024):
pip install geoviews
Conda (📥 250K · ⏱️ 17.09.2024):
conda install -c conda-forge geoviews
GitHub (👨💻 18 · 🔀 87 · 📦 440 · 📋 58 - 15% open · ⏱️ 11.02.2024):
git clone https://github.com/geospace-code/pymap3d
PyPi (📥 220K / month · 📦 44 · ⏱️ 11.02.2024):
pip install pymap3d
Conda (📥 82K · ⏱️ 11.02.2024):
conda install -c conda-forge pymap3d
Libraries for algorithmic stock/crypto trading, risk analytics, backtesting, technical analysis, and other tasks on financial data.
GitHub (👨💻 120 · 🔀 2.3K · 📦 48K · 📋 1.4K - 13% open · ⏱️ 07.10.2024):
git clone https://github.com/ranaroussi/yfinance
PyPi (📥 2.3M / month · 📦 660 · ⏱️ 30.09.2024):
pip install yfinance
Conda (📥 96K · ⏱️ 16.06.2023):
conda install -c ranaroussi yfinance
GitHub (👨💻 34 · 🔀 410 · 📦 1.6K · 📋 340 - 22% open · ⏱️ 01.10.2024):
git clone https://github.com/pmorissette/bt
PyPi (📥 9.3K / month · 📦 10 · ⏱️ 06.08.2024):
pip install bt
Conda (📥 46K · ⏱️ 21.09.2024):
conda install -c conda-forge bt
GitHub (👨💻 130 · 🔀 2.6K · 📥 720 · 📦 21 · 📋 930 - 25% open · ⏱️ 12.09.2024):
git clone https://github.com/microsoft/qlib
PyPi (📥 4.8K / month · 📦 1 · ⏱️ 24.05.2024):
pip install pyqlib
GitHub (👨💻 34 · 🔀 890 · 📦 4.2K · 📋 240 - 57% open · ⏱️ 02.11.2023):
git clone https://github.com/bukosabino/ta
PyPi (📥 190K / month · 📦 110 · ⏱️ 02.11.2023):
pip install ta
Conda (📥 30K · ⏱️ 02.11.2023):
conda install -c conda-forge ta
GitHub (👨💻 44 · 🔀 740 · 📋 290 - 0% open · ⏱️ 18.07.2024):
git clone https://github.com/RomelTorres/alpha_vantage
PyPi (📥 39K / month · 📦 35 · ⏱️ 18.07.2024):
pip install alpha_vantage
Conda (📥 7.5K · ⏱️ 09.08.2024):
conda install -c conda-forge alpha_vantage
GitHub (👨💻 35 · 🔀 290 · 📦 490 · 📋 130 - 17% open · ⏱️ 01.10.2024):
git clone https://github.com/pmorissette/ffn
PyPi (📥 17K / month · 📦 18 · ⏱️ 05.08.2024):
pip install ffn
Conda (📥 12K · ⏱️ 06.08.2024):
conda install -c conda-forge ffn
GitHub (👨💻 36 · 🔀 750 · 📋 590 - 3% open · ⏱️ 14.03.2024):
git clone https://github.com/erdewit/ib_insync
PyPi (📥 53K / month · 📦 44 · ⏱️ 21.11.2022):
pip install ib_insync
Conda (📥 47K · ⏱️ 16.06.2023):
conda install -c conda-forge ib-insync
GitHub (👨💻 61 · 🔀 980 · 📦 62 · 📋 250 - 20% open · ⏱️ 09.06.2024):
git clone https://github.com/tensortrade-org/tensortrade
PyPi (📥 1.3K / month · 📦 1 · ⏱️ 10.05.2021):
pip install tensortrade
Conda (📥 4K · ⏱️ 16.06.2023):
conda install -c conda-forge tensortrade
GitHub (👨💻 10 · 🔀 300 · 📦 1.1K · 📋 130 - 12% open · ⏱️ 05.01.2024):
git clone https://github.com/jealous/stockstats
PyPi (📥 8.9K / month · 📦 11 · ⏱️ 30.07.2023):
pip install stockstats
GitHub (👨💻 14 · 🔀 490 · 📥 56 · 📦 15 · 📋 28 - 85% open · ⏱️ 19.05.2024):
git clone https://github.com/cuemacro/finmarketpy
PyPi (📥 930 / month · ⏱️ 19.05.2024):
pip install finmarketpy
Libraries for forecasting, anomaly detection, feature extraction, and machine learning on time-series and sequential data.
GitHub (👨💻 400 · 🔀 1.3K · 📥 100 · 📦 3.3K · 📋 2.5K - 37% open · ⏱️ 10.10.2024):
git clone https://github.com/alan-turing-institute/sktime
PyPi (📥 760K / month · 📦 130 · ⏱️ 26.09.2024):
pip install sktime
Conda (📥 1M · ⏱️ 25.09.2024):
conda install -c conda-forge sktime-all-extras
GitHub (👨💻 180 · 🔀 4.5K · 📥 2.8K · 📦 21 · 📋 2.2K - 19% open · ⏱️ 02.10.2024):
git clone https://github.com/facebook/prophet
PyPi (📥 250K / month · 📦 91 · ⏱️ 05.09.2020):
pip install fbprophet
Conda (📥 1.3M · ⏱️ 04.10.2024):
conda install -c conda-forge prophet
GitHub (👨💻 46 · 🔀 270 · 📦 1.1K · 📋 340 - 29% open · ⏱️ 10.10.2024):
git clone https://github.com/Nixtla/statsforecast
PyPi (📥 670K / month · 📦 57 · ⏱️ 19.09.2024):
pip install statsforecast
Conda (📥 98K · ⏱️ 23.09.2024):
conda install -c conda-forge statsforecast
GitHub (👨💻 41 · 🔀 320 · 📦 900 · 📋 510 - 12% open · ⏱️ 16.09.2024):
git clone https://github.com/TDAmeritrade/stumpy
PyPi (📥 270K / month · 📦 30 · ⏱️ 09.07.2024):
pip install stumpy
Conda (📥 1M · ⏱️ 09.07.2024):
conda install -c conda-forge stumpy
GitHub (👨💻 97 · 🔀 1.2K · 📦 21 · 📋 540 - 12% open · ⏱️ 03.08.2024):
git clone https://github.com/blue-yonder/tsfresh
PyPi (📥 240K / month · 📦 93 · ⏱️ 03.08.2024):
pip install tsfresh
Conda (📥 1.4M · ⏱️ 04.08.2024):
conda install -c conda-forge tsfresh
GitHub (👨💻 53 · 🔀 620 · 📦 440 · 📋 780 - 60% open · ⏱️ 10.10.2024):
git clone https://github.com/jdb78/pytorch-forecasting
PyPi (📥 55K / month · 📦 22 · ⏱️ 09.09.2024):
pip install pytorch-forecasting
Conda (📥 65K · ⏱️ 16.06.2023):
conda install -c conda-forge pytorch-forecasting
GitHub (👨💻 120 · 🔀 870 · 📋 1.6K - 15% open · ⏱️ 28.09.2024):
git clone https://github.com/unit8co/darts
PyPi (📥 74K / month · 📦 10 · ⏱️ 19.06.2024):
pip install u8darts
Conda (📥 59K · ⏱️ 21.06.2024):
conda install -c conda-forge u8darts-all
Docker Hub (📥 700 · ⏱️ 17.04.2024):
docker pull unit8/darts
GitHub (👨💻 48 · 🔀 340 · 📦 220 · 📋 540 - 20% open · ⏱️ 10.10.2024):
git clone https://github.com/Nixtla/neuralforecast
PyPi (📥 49K / month · 📦 17 · ⏱️ 20.09.2024):
pip install neuralforecast
Conda (📥 23K · ⏱️ 20.09.2024):
conda install -c conda-forge neuralforecast
GitHub (👨💻 43 · 🔀 340 · 📦 1.4K · 📋 330 - 40% open · ⏱️ 01.07.2024):
git clone https://github.com/tslearn-team/tslearn
PyPi (📥 460K / month · 📦 79 · ⏱️ 12.12.2023):
pip install tslearn
Conda (📥 1.4M · ⏱️ 26.07.2024):
conda install -c conda-forge tslearn
GitHub (👨💻 23 · 🔀 230 · 📦 9.4K · 📋 340 - 18% open · ⏱️ 24.09.2024):
git clone https://github.com/alkaline-ml/pmdarima
PyPi (📥 2.5M / month · 📦 150 · ⏱️ 23.10.2023):
pip install pmdarima
Conda (📥 1.2M · ⏱️ 14.07.2024):
conda install -c conda-forge pmdarima
GitHub (👨💻 14 · 🔀 130 · 📦 330 · 📋 170 - 13% open · ⏱️ 13.08.2024):
git clone https://github.com/JoaquinAmatRodrigo/skforecast
PyPi (📥 80K / month · 📦 15 · ⏱️ 01.08.2024):
pip install skforecast
GitHub (👨💻 120 · 🔀 740 · 📋 960 - 33% open · ⏱️ 25.07.2024):
git clone https://github.com/awslabs/gluon-ts
PyPi (📥 650K / month · 📦 31 · ⏱️ 03.06.2024):
pip install gluonts
Conda (📥 980 · ⏱️ 22.12.2023):
conda install -c anaconda gluonts
GitHub (👨💻 56 · 🔀 470 · 📋 560 - 10% open · ⏱️ 13.09.2024):
git clone https://github.com/ourownstory/neural_prophet
PyPi (📥 140K / month · 📦 8 · ⏱️ 26.06.2024):
pip install neuralprophet
GitHub (👨💻 20 · 🔀 140 · 📦 150 · 📋 76 - 6% open · ⏱️ 12.09.2024):
git clone https://github.com/fraunhoferportugal/tsfel
PyPi (📥 21K / month · 📦 7 · ⏱️ 12.09.2024):
pip install tsfel
GitHub (👨💻 20 · 🔀 140 · 📦 63 · 📋 400 - 12% open · ⏱️ 10.07.2024):
git clone https://github.com/uber/orbit
PyPi (📥 14K / month · 📦 1 · ⏱️ 01.04.2024):
pip install orbit-ml
Conda (📥 15K · ⏱️ 01.04.2024):
conda install -c conda-forge orbit-ml
GitHub (👨💻 7 · 🔀 98 · 📦 37 · 📋 56 - 73% open · ⏱️ 07.09.2024):
git clone https://github.com/wwrechard/pydlm
PyPi (📥 27K / month · 📦 2 · ⏱️ 13.08.2024):
pip install pydlm
GitHub (👨💻 6 · 🔀 26 · 📦 17 · 📋 56 - 58% open · ⏱️ 06.09.2024):
git clone https://github.com/predict-idlab/tsflex
PyPi (📥 1.5K / month · 📦 2 · ⏱️ 06.09.2024):
pip install tsflex
Conda (📥 26K · ⏱️ 08.04.2024):
conda install -c conda-forge tsflex
GitHub (👨💻 10 · 🔀 100 · 📥 36 · 📦 34 · 📋 110 - 27% open · ⏱️ 16.01.2024):
git clone https://github.com/linkedin/greykite
PyPi (📥 6.8K / month · ⏱️ 12.01.2024):
pip install greykite
GitHub (👨💻 13 · 🔀 110 · 📋 89 - 2% open · ⏱️ 05.05.2024):
git clone https://github.com/AutoViML/Auto_TS
PyPi (📥 12K / month · ⏱️ 05.05.2024):
pip install auto-ts
Libraries for processing and analyzing medical data such as MRIs, EEGs, genomic data, and other medical imaging formats.
GitHub (👨💻 380 · 🔀 1.3K · 📦 4.5K · 📋 4.9K - 10% open · ⏱️ 09.10.2024):
git clone https://github.com/mne-tools/mne-python
PyPi (📥 160K / month · 📦 390 · ⏱️ 19.08.2024):
pip install mne
Conda (📥 430K · ⏱️ 19.08.2024):
conda install -c conda-forge mne
GitHub (👨💻 200 · 🔀 1.1K · 📦 2.9K · 📋 3.1K - 11% open · ⏱️ 30.09.2024):
git clone https://github.com/Project-MONAI/MONAI
PyPi (📥 150K / month · 📦 120 · ⏱️ 30.09.2024):
pip install monai
Conda (📥 30K · ⏱️ 26.06.2024):
conda install -c conda-forge monai
GitHub (👨💻 240 · 🔀 600 · 📥 240 · 📦 3.5K · 📋 2.1K - 14% open · ⏱️ 10.10.2024):
git clone https://github.com/nilearn/nilearn
PyPi (📥 65K / month · 📦 300 · ⏱️ 09.04.2024):
pip install nilearn
Conda (📥 300K · ⏱️ 09.04.2024):
conda install -c conda-forge nilearn
GitHub (👨💻 100 · 🔀 260 · 📦 22K · 📋 540 - 23% open · ⏱️ 08.10.2024):
git clone https://github.com/nipy/nibabel
PyPi (📥 1.5M / month · 📦 1.2K · ⏱️ 08.10.2024):
pip install nibabel
Conda (📥 780K · ⏱️ 08.10.2024):
conda install -c conda-forge nibabel
GitHub (👨💻 260 · 🔀 510 · 📦 5K · 📋 1.4K - 29% open · ⏱️ 07.10.2024):
git clone https://github.com/nipy/nipype
PyPi (📥 200K / month · 📦 150 · ⏱️ 06.04.2023):
pip install nipype
Conda (📥 690K · ⏱️ 22.09.2023):
conda install -c conda-forge nipype
GitHub (👨💻 120 · 🔀 550 · 📦 3K · 📋 970 - 26% open · ⏱️ 05.09.2024):
git clone https://github.com/CamDavidsonPilon/lifelines
PyPi (📥 1.2M / month · 📦 150 · ⏱️ 26.06.2024):
pip install lifelines
Conda (📥 370K · ⏱️ 27.06.2024):
conda install -c conda-forge lifelines
GitHub (👨💻 95 · 🔀 240 · 📦 140 · 📋 2.5K - 10% open · ⏱️ 08.10.2024):
git clone https://github.com/hail-is/hail
PyPi (📥 37K / month · 📦 34 · ⏱️ 04.10.2024):
pip install hail
GitHub (👨💻 30 · 🔀 710 · 📥 4.8K · 📋 830 - 0% open · ⏱️ 18.03.2024):
git clone https://github.com/google/deepvariant
Conda (📥 70K · ⏱️ 16.06.2023):
conda install -c bioconda deepvariant
GitHub (👨💻 35 · 🔀 130 · 📋 220 - 38% open · ⏱️ 08.07.2024):
git clone https://github.com/brainiak/brainiak
PyPi (📥 580 / month · ⏱️ 15.10.2020):
pip install brainiak
Docker Hub (📥 1.9K · ⭐ 1 · ⏱️ 15.10.2020):
docker pull brainiak/brainiak
Libraries for processing tabular and structured data.
GitHub (👨💻 8 · 🔀 30 · 📦 160 · 📋 85 - 8% open · ⏱️ 02.08.2024):
git clone https://github.com/AnotherSamWilson/miceforest
PyPi (📥 65K / month · 📦 9 · ⏱️ 02.08.2024):
pip install miceforest
Conda (📥 15K · ⏱️ 16.06.2023):
conda install -c conda-forge miceforest
GitHub (👨💻 23 · 🔀 130 · 📥 43 · 📋 160 - 13% open · ⏱️ 17.09.2024):
git clone https://github.com/manujosephv/pytorch_tabular
PyPi (📥 3.9K / month · 📦 3 · ⏱️ 15.01.2024):
pip install pytorch_tabular
GitHub (👨💻 13 · 🔀 25 · 📦 9 · ⏱️ 10.10.2024):
git clone https://github.com/upgini/upgini
PyPi (📥 25K / month · ⏱️ 10.10.2024):
pip install upgini
GitHub (👨💻 1 · 🔀 38 · 📦 8 · 📋 82 - 2% open · ⏱️ 18.03.2024):
git clone https://github.com/carefree0910/carefree-learn
PyPi (📥 3.2K / month · ⏱️ 09.01.2024):
pip install carefree-learn
Libraries for optical character recognition (OCR) and text extraction from images or videos.
GitHub (👨💻 260 · 🔀 7.7K · 📥 420K · 📦 3.4K · 📋 9.3K - 1% open · ⏱️ 10.10.2024):
git clone https://github.com/PaddlePaddle/PaddleOCR
PyPi (📥 440K / month · 📦 100 · ⏱️ 17.07.2024):
pip install paddleocr
GitHub (👨💻 130 · 🔀 3.1K · 📥 15M · 📦 8.7K · 📋 1K - 41% open · ⏱️ 24.09.2024):
git clone https://github.com/JaidedAI/EasyOCR
PyPi (📥 470K / month · 📦 210 · ⏱️ 24.09.2024):
pip install easyocr
GitHub (👨💻 100 · 🔀 990 · 📥 5.3K · 📦 1K · 📋 1.2K - 9% open · ⏱️ 15.09.2024):
git clone https://github.com/ocrmypdf/OCRmyPDF
PyPi (📥 130K / month · 📦 34 · ⏱️ 31.08.2024):
pip install ocrmypdf
Conda (📥 79K · ⏱️ 16.06.2023):
conda install -c conda-forge ocrmypdf
GitHub (👨💻 49 · 🔀 710 · 📋 370 - 4% open · ⏱️ 22.09.2024):
git clone https://github.com/madmaze/pytesseract
PyPi (📥 2.4M / month · 📦 970 · ⏱️ 16.08.2024):
pip install pytesseract
Conda (📥 630K · ⏱️ 15.10.2023):
conda install -c conda-forge pytesseract
GitHub (👨💻 30 · 🔀 250 · 📥 580 · 📦 1.1K · 📋 280 - 18% open · ⏱️ 26.08.2024):
git clone https://github.com/sirfz/tesserocr
PyPi (📥 100K / month · 📦 36 · ⏱️ 26.08.2024):
pip install tesserocr
Conda (📥 180K · ⏱️ 13.09.2024):
conda install -c conda-forge tesserocr
GitHub (👨💻 90 · 🔀 740 · 📦 170 · 📋 930 - 20% open · ⏱️ 23.04.2024):
git clone https://github.com/open-mmlab/mmocr
PyPi (📥 8.8K / month · 📦 4 · ⏱️ 05.05.2022):
pip install mmocr
GitHub (👨💻 18 · 🔀 330 · 📥 1.7M · 📦 570 · 📋 210 - 46% open · ⏱️ 06.11.2023):
git clone https://github.com/faustomorales/keras-ocr
PyPi (📥 38K / month · 📦 8 · ⏱️ 06.11.2023):
pip install keras-ocr
Conda (📥 330 · ⏱️ 16.06.2023):
conda install -c anaconda keras-ocr
GitHub (👨💻 28 · 🔀 250 · 📦 30 · 📋 150 - 16% open · ⏱️ 20.10.2023):
git clone https://github.com/emedvedev/attention-ocr
PyPi (📥 1.5K / month · ⏱️ 19.04.2019):
pip install aocr
General-purpose data containers & structures as well as utilities & extensions for pandas.
🔗 best-of-python - Data Containers ( ⭐ 3.6K) - Collection of data-container, dataframe, and pandas-..
Libraries for loading, collecting, and extracting data from a variety of data sources and formats.
🔗 best-of-python - Data Extraction ( ⭐ 3.6K) - Collection of data-loading and -extraction libraries.
Libraries for web scraping, crawling, downloading, and mining as well as libraries.
🔗 best-of-web-python - Web Scraping ( ⭐ 2.3K) - Collection of web-scraping and crawling libraries.
Libraries for data batch- and stream-processing, workflow automation, job scheduling, and other data pipeline tasks.
🔗 best-of-python - Data Pipelines ( ⭐ 3.6K) - Libraries for data batch- and stream-processing,..
Libraries that provide capabilities to distribute and parallelize machine learning tasks across large-scale compute infrastructure.
GitHub (👨💻 1.1K · 🔀 5.6K · 📥 240 · 📦 18K · 📋 19K - 21% open · ⏱️ 10.10.2024):
git clone https://github.com/ray-project/ray
PyPi (📥 6.1M / month · 📦 770 · ⏱️ 24.09.2024):
pip install ray
Conda (📥 420K · ⏱️ 01.10.2024):
conda install -c conda-forge ray-tune
GitHub (👨💻 610 · 🔀 1.7K · 📦 65K · 📋 5.4K - 20% open · ⏱️ 10.10.2024):
git clone https://github.com/dask/dask
PyPi (📥 13M / month · 📦 2.4K · ⏱️ 28.09.2024):
pip install dask
Conda (📥 12M · ⏱️ 28.09.2024):
conda install -c conda-forge dask
GitHub (👨💻 340 · 🔀 4.1K · 📦 9K · 📋 2.9K - 38% open · ⏱️ 10.10.2024):
git clone https://github.com/microsoft/DeepSpeed
PyPi (📥 510K / month · 📦 210 · ⏱️ 09.10.2024):
pip install deepspeed
Docker Hub (📥 19K · ⭐ 4 · ⏱️ 02.09.2022):
docker pull deepspeed/deepspeed
GitHub (👨💻 330 · 🔀 720 · 📦 37K · 📋 3.9K - 39% open · ⏱️ 10.10.2024):
git clone https://github.com/dask/distributed
PyPi (📥 5.1M / month · 📦 840 · ⏱️ 28.09.2024):
pip install distributed
Conda (📥 15M · ⏱️ 28.09.2024):
conda install -c conda-forge distributed
GitHub (👨💻 250 · 🔀 390 · 📥 5.7K · 📦 31K · 📋 870 - 9% open · ⏱️ 10.10.2024):
git clone https://github.com/Lightning-AI/metrics
PyPi (📥 6K / month · 📦 2 · ⏱️ 28.04.2018):
pip install metrics
Conda (📥 1.6M · ⏱️ 14.09.2024):
conda install -c conda-forge torchmetrics
GitHub (👨💻 170 · 🔀 2.2K · 📦 1.2K · 📋 2.3K - 17% open · ⏱️ 31.08.2024):
git clone https://github.com/horovod/horovod
PyPi (📥 130K / month · 📦 33 · ⏱️ 12.06.2023):
pip install horovod
GitHub (👨💻 270 · 🔀 2K · 📦 21 · 📋 9.5K - 29% open · ⏱️ 04.10.2024):
git clone https://github.com/h2oai/h2o-3
PyPi (📥 290K / month · 📦 48 · ⏱️ 29.08.2024):
pip install h2o
GitHub (👨💻 190 · 🔀 4.3K · 📦 420 · 📋 1.7K - 24% open · ⏱️ 10.10.2024):
git clone https://github.com/hpcaitech/colossalai
GitHub (👨💻 110 · 🔀 1.3K · 📥 640 · 📋 2.6K - 38% open · ⏱️ 10.10.2024):
git clone https://github.com/intel-analytics/BigDL
PyPi (📥 54K / month · 📦 2 · ⏱️ 24.03.2024):
pip install bigdl
Maven (📦 5 · ⏱️ 20.04.2021):
<dependency>
<groupId>com.intel.analytics.bigdl</groupId>
<artifactId>bigdl-SPARK_2.4</artifactId>
<version>[VERSION]</version>
</dependency>
GitHub (👨💻 75 · 🔀 280 · 📦 6.4K · 📋 390 - 26% open · ⏱️ 03.05.2024):
git clone https://github.com/facebookresearch/fairscale
PyPi (📥 540K / month · 📦 150 · ⏱️ 11.12.2022):
pip install fairscale
Conda (📥 310K · ⏱️ 28.11.2023):
conda install -c conda-forge fairscale
GitHub (👨💻 27 · 🔀 120 · 📥 27K · 📋 180 - 3% open · ⏱️ 10.10.2024):
git clone https://github.com/mpi4py/mpi4py
PyPi (📥 710K / month · 📦 740 · ⏱️ 28.07.2024):
pip install mpi4py
Conda (📥 3M · ⏱️ 04.09.2024):
conda install -c conda-forge mpi4py
GitHub (👨💻 120 · 🔀 830 · 📋 770 - 47% open · ⏱️ 10.09.2024):
git clone https://github.com/microsoft/SynapseML
PyPi (📥 250K / month · 📦 5 · ⏱️ 30.08.2024):
pip install synapseml
GitHub (👨💻 25 · 🔀 120 · 📦 3.3K · 📋 120 - 37% open · ⏱️ 18.09.2024):
git clone https://github.com/facebookincubator/submitit
PyPi (📥 460K / month · 📦 49 · ⏱️ 18.09.2024):
pip install submitit
Conda (📥 41K · ⏱️ 24.11.2023):
conda install -c conda-forge submitit
GitHub (👨💻 50 · 🔀 280 · 📥 520 · 📦 180 · 📋 320 - 53% open · ⏱️ 02.12.2023):
git clone https://github.com/uber/petastorm
PyPi (📥 160K / month · 📦 8 · ⏱️ 03.02.2023):
pip install petastorm
GitHub (👨💻 80 · 🔀 260 · 📦 1.1K · 📋 540 - 52% open · ⏱️ 20.07.2024):
git clone https://github.com/dask/dask-ml
PyPi (📥 120K / month · 📦 93 · ⏱️ 02.04.2024):
pip install dask-ml
Conda (📥 900K · ⏱️ 17.06.2024):
conda install -c conda-forge dask-ml
GitHub (👨💻 91 · 🔀 1.2K · 📦 5 · 📋 130 - 37% open · ⏱️ 17.08.2024):
git clone https://github.com/apache/singa
conda install -c nusdbsystem singa
Docker Hub (📥 8.1K · ⭐ 4 · ⏱️ 31.05.2022):
docker pull apache/singa
GitHub (👨💻 32 · 🔀 150 · 📦 110 · 📋 180 - 41% open · ⏱️ 15.07.2024):
git clone https://github.com/learning-at-home/hivemind
PyPi (📥 2.3K / month · 📦 10 · ⏱️ 31.08.2023):
pip install hivemind
GitHub (👨💻 120 · 🔀 830 · 📋 770 - 47% open · ⏱️ 10.09.2024):
git clone https://github.com/microsoft/SynapseML
PyPi (⏱️ 18.03.2020):
pip install mmlspark
GitHub (👨💻 110 · 🔀 730 · 📋 1.3K - 32% open · ⏱️ 20.09.2024):
git clone https://github.com/intel-analytics/analytics-zoo
PyPi (📥 4K / month · 📦 1 · ⏱️ 22.08.2022):
pip install analytics-zoo
GitHub (👨💻 50 · 🔀 250 · 📋 120 - 84% open · ⏱️ 17.11.2023):
git clone https://github.com/tensorflow/mesh
PyPi (📥 64K / month · 📦 3 · ⏱️ 15.05.2022):
pip install mesh-tensorflow
Libraries for hyperparameter optimization, automl and neural architecture search.
GitHub (👨💻 270 · 🔀 1K · 📦 18K · 📋 1.7K - 4% open · ⏱️ 08.10.2024):
git clone https://github.com/optuna/optuna
PyPi (📥 3.6M / month · 📦 1K · ⏱️ 02.09.2024):
pip install optuna
Conda (📥 1.7M · ⏱️ 03.09.2024):
conda install -c conda-forge optuna
GitHub (👨💻 170 · 🔀 300 · 📦 820 · 📋 780 - 7% open · ⏱️ 10.10.2024):
git clone https://github.com/facebook/Ax
PyPi (📥 110K / month · 📦 54 · ⏱️ 23.09.2024):
pip install ax-platform
Conda (📥 28K · ⏱️ 24.09.2024):
conda install -c conda-forge ax-platform
GitHub (👨💻 47 · 🔀 1.5K · 📥 160 · 📦 3K · 📋 360 - 2% open · ⏱️ 01.10.2024):
git clone https://github.com/fmfn/BayesianOptimization
PyPi (📥 470K / month · 📦 140 · ⏱️ 10.07.2024):
pip install bayesian-optimization
GitHub (👨💻 120 · 🔀 910 · 📦 840 · 📋 1.5K - 25% open · ⏱️ 10.10.2024):
git clone https://github.com/autogluon/autogluon
PyPi (📥 240K / month · 📦 27 · ⏱️ 10.10.2024):
pip install autogluon
Conda (📥 20K · ⏱️ 18.06.2024):
conda install -c conda-forge autogluon
Docker Hub (📥 10K · ⭐ 17 · ⏱️ 07.03.2024):
docker pull autogluon/autogluon
GitHub (👨💻 130 · 🔀 390 · 📦 1.2K · 📋 530 - 12% open · ⏱️ 07.10.2024):
git clone https://github.com/pytorch/botorch
PyPi (📥 200K / month · 📦 84 · ⏱️ 17.09.2024):
pip install botorch
Conda (📥 130K · ⏱️ 20.09.2024):
conda install -c conda-forge botorch
GitHub (👨💻 73 · 🔀 870 · 📦 1.8K · 📋 1K - 14% open · ⏱️ 21.06.2024):
git clone https://github.com/alteryx/featuretools
PyPi (📥 70K / month · 📦 74 · ⏱️ 14.05.2024):
pip install featuretools
Conda (📥 210K · ⏱️ 15.05.2024):
conda install -c conda-forge featuretools
GitHub (👨💻 100 · 🔀 1.1K · 📦 17K · 📋 660 - 21% open · ⏱️ 25.09.2024):
git clone https://github.com/hyperopt/hyperopt
PyPi (📥 2.4M / month · 📦 450 · ⏱️ 17.11.2021):
pip install hyperopt
Conda (📥 790K · ⏱️ 16.06.2023):
conda install -c conda-forge hyperopt
GitHub (👨💻 57 · 🔀 350 · 📦 750 · 📋 300 - 39% open · ⏱️ 04.10.2024):
git clone https://github.com/facebookresearch/nevergrad
PyPi (📥 81K / month · 📦 58 · ⏱️ 25.09.2024):
pip install nevergrad
Conda (📥 54K · ⏱️ 09.01.2024):
conda install -c conda-forge nevergrad
GitHub (👨💻 190 · 🔀 1.8K · 📦 21 · 📋 2.1K - 19% open · ⏱️ 26.10.2023):
git clone https://github.com/microsoft/nni
PyPi (📥 18K / month · 📦 47 · ⏱️ 14.09.2023):
pip install nni
GitHub (👨💻 140 · 🔀 1.4K · 📥 19K · 📦 740 · 📋 900 - 15% open · ⏱️ 20.03.2024):
git clone https://github.com/keras-team/autokeras
PyPi (📥 24K / month · 📦 13 · ⏱️ 20.03.2024):
pip install autokeras
GitHub (👨💻 61 · 🔀 390 · 📦 4.4K · 📋 490 - 44% open · ⏱️ 24.06.2024):
git clone https://github.com/keras-team/keras-tuner
PyPi (📥 250K / month · 📦 120 · ⏱️ 04.03.2024):
pip install keras-tuner
Conda (📥 40K · ⏱️ 05.03.2024):
conda install -c conda-forge keras-tuner
GitHub (👨💻 29 · 🔀 400 · 📦 130 · 📋 660 - 21% open · ⏱️ 09.10.2024):
git clone https://github.com/mljar/mljar-supervised
PyPi (📥 6.8K / month · 📦 4 · ⏱️ 09.10.2024):
pip install mljar-supervised
Conda (📥 22K · ⏱️ 10.09.2024):
conda install -c conda-forge mljar-supervised
GitHub (👨💻 18 · 🔀 330 · 📦 1.1K · 📋 120 - 67% open · ⏱️ 02.06.2024):
git clone https://github.com/shankarpandala/lazypredict
PyPi (📥 18K / month · 📦 1 · ⏱️ 28.09.2022):
pip install lazypredict
Conda (📥 3.6K · ⏱️ 16.06.2023):
conda install -c conda-forge lazypredict
GitHub (👨💻 23 · 🔀 270 · 📦 190 · 📋 400 - 2% open · ⏱️ 22.04.2024):
git clone https://github.com/autonomio/talos
PyPi (📥 2.1K / month · 📦 8 · ⏱️ 21.04.2024):
pip install talos
GitHub (👨💻 34 · 🔀 86 · 📦 53 · 📋 550 - 17% open · ⏱️ 30.09.2024):
git clone https://github.com/nccr-itmo/FEDOT
PyPi (📥 2.2K / month · 📦 5 · ⏱️ 28.08.2024):
pip install fedot
GitHub (👨💻 8 · 🔀 42 · 📥 250 · 📦 35 · 📋 76 - 19% open · ⏱️ 01.10.2024):
git clone https://github.com/SimonBlanke/Hyperactive
PyPi (📥 4K / month · 📦 13 · ⏱️ 15.08.2024):
pip install hyperactive
GitHub (👨💻 9 · 🔀 100 · 📦 27 · 📋 34 - 2% open · ⏱️ 11.05.2024):
git clone https://github.com/AutoViML/Auto_ViML
PyPi (📥 12K / month · 📦 3 · ⏱️ 11.05.2024):
pip install autoviml
GitHub (👨💻 5 · 🔀 200 · 📦 6 · 📋 42 - 30% open · ⏱️ 10.02.2024):
git clone https://github.com/ScottfreeLLC/AlphaPy
PyPi (📥 2.4K / month · ⏱️ 29.08.2020):
pip install alphapy
GitHub (👨💻 18 · 🔀 86 · 📦 74 · 📋 96 - 4% open · ⏱️ 02.05.2024):
git clone https://github.com/AutoViML/featurewiz
PyPi (📥 40K / month · 📦 2 · ⏱️ 10.02.2024):
pip install featurewiz
GitHub (👨💻 4 · 🔀 40 · 📦 19 · ⏱️ 18.08.2024):
git clone https://github.com/gugarosa/opytimizer
PyPi (📥 800 / month · ⏱️ 18.08.2024):
pip install opytimizer
GitHub (👨💻 3 · 🔀 69 · 📦 20 · 📋 36 - 11% open · ⏱️ 21.02.2024):
git clone https://github.com/cerlymarco/shap-hypetune
PyPi (📥 2.6K / month · 📦 2 · ⏱️ 21.02.2024):
pip install shap-hypetune
Libraries for building and evaluating reinforcement learning & agent-based systems.
GitHub (👨💻 120 · 🔀 2.4K · 📦 51 · 📋 720 - 34% open · ⏱️ 08.10.2024):
git clone https://github.com/AI4Finance-Foundation/FinRL
PyPi (📥 1.6K / month · ⏱️ 08.01.2022):
pip install finrl
GitHub (👨💻 55 · 🔀 380 · 📥 12K · 📦 270 · 📋 460 - 6% open · ⏱️ 08.09.2024):
git clone https://github.com/mwydmuch/ViZDoom
PyPi (📥 3.9K / month · 📦 15 · ⏱️ 20.08.2024):
pip install vizdoom
GitHub (👨💻 150 · 🔀 720 · 📋 670 - 29% open · ⏱️ 09.10.2024):
git clone https://github.com/tensorflow/agents
PyPi (📥 110K / month · 📦 14 · ⏱️ 14.12.2023):
pip install tf-agents
GitHub (👨💻 86 · 🔀 420 · 📦 220 · 📋 260 - 23% open · ⏱️ 17.09.2024):
git clone https://github.com/deepmind/acme
PyPi (📥 1.6K / month · 📦 3 · ⏱️ 10.02.2022):
pip install dm-acme
Conda (📥 9.9K · ⏱️ 16.06.2023):
conda install -c conda-forge dm-acme
GitHub (👨💻 15 · 🔀 1.4K · 📦 21 · 📋 190 - 53% open · ⏱️ 06.05.2024):
git clone https://github.com/google/dopamine
PyPi (📥 40K / month · 📦 10 · ⏱️ 06.05.2024):
pip install dopamine-rl
GitHub (👨💻 85 · 🔀 530 · 📦 460 · 📋 680 - 6% open · ⏱️ 31.07.2024):
git clone https://github.com/tensorforce/tensorforce
PyPi (📥 1.2K / month · 📦 4 · ⏱️ 30.08.2021):
pip install tensorforce
GitHub (👨💻 45 · 🔀 820 · 📦 130 · 📋 540 - 24% open · ⏱️ 09.07.2024):
git clone https://github.com/PaddlePaddle/PARL
PyPi (📥 1.3K / month · 📦 1 · ⏱️ 13.05.2022):
pip install parl
GitHub (👨💻 21 · 🔀 85 · 📦 270 · 📋 26 - 30% open · ⏱️ 24.05.2024):
git clone https://github.com/deepmind/rlax
PyPi (📥 23K / month · 📦 11 · ⏱️ 09.01.2023):
pip install rlax
GitHub (👨💻 170 · 🔀 510 · 📋 160 - 53% open · ⏱️ 12.08.2024):
git clone https://github.com/facebookresearch/ReAgent
PyPi (📥 77 / month · ⏱️ 27.05.2020):
pip install reagent
GitHub (👨💻 20 · 🔀 150 · 📦 120 · 📋 79 - 41% open · ⏱️ 04.08.2024):
git clone https://github.com/pfnet/pfrl
PyPi (📥 970 / month · 📦 1 · ⏱️ 16.07.2023):
pip install pfrl
GitHub (👨💻 9 · 🔀 46 · 📦 150 · 📋 17 - 5% open · ⏱️ 12.08.2024):
git clone https://github.com/google-research/rliable
PyPi:
pip install rliable`
Libraries for building and evaluating recommendation systems.
GitHub (👨💻 140 · 🔀 3.1K · 📥 590 · 📦 120 · 📋 860 - 18% open · ⏱️ 11.09.2024):
git clone https://github.com/microsoft/recommenders
PyPi (📥 30K / month · 📦 4 · ⏱️ 01.05.2024):
pip install recommenders
GitHub (👨💻 280 · 🔀 420 · 📦 140 · 📋 420 - 71% open · ⏱️ 10.10.2024):
git clone https://github.com/pytorch/torchrec
PyPi (📥 9.2K / month · ⏱️ 12.05.2022):
pip install torchrec-nightly-cpu
GitHub (👨💻 35 · 🔀 600 · 📥 1.4K · 📦 1.5K · 📋 500 - 17% open · ⏱️ 21.11.2023):
git clone https://github.com/benfred/implicit
PyPi (📥 280K / month · 📦 29 · ⏱️ 29.09.2023):
pip install implicit
Conda (📥 870K · ⏱️ 23.08.2024):
conda install -c conda-forge implicit
GitHub (👨💻 46 · 🔀 1K · 📦 21 · 📋 400 - 21% open · ⏱️ 14.06.2024):
git clone https://github.com/NicolasHug/Surprise
PyPi (📥 78K / month · 📦 37 · ⏱️ 19.05.2024):
pip install scikit-surprise
Conda (📥 410K · ⏱️ 20.05.2024):
conda install -c conda-forge scikit-surprise
GitHub (👨💻 22 · 🔀 140 · 📦 240 · 📋 160 - 10% open · ⏱️ 14.09.2024):
git clone https://github.com/PreferredAI/cornac
PyPi (📥 48K / month · 📦 18 · ⏱️ 15.08.2024):
pip install cornac
Conda (📥 580K · ⏱️ 13.09.2024):
conda install -c conda-forge cornac
GitHub (👨💻 36 · 🔀 470 · 📋 330 - 27% open · ⏱️ 18.03.2024):
git clone https://github.com/tensorflow/ranking
PyPi (📥 110K / month · 📦 15 · ⏱️ 18.03.2024):
pip install tensorflow_ranking
GitHub (👨💻 74 · 🔀 600 · 📋 990 - 28% open · ⏱️ 05.09.2024):
git clone https://github.com/RUCAIBox/RecBole
PyPi (📥 45K / month · 📦 2 · ⏱️ 31.10.2023):
pip install recbole
Conda (📥 6.2K · ⏱️ 01.11.2023):
conda install -c aibox recbole
GitHub (👨💻 43 · 🔀 270 · 📋 450 - 58% open · ⏱️ 16.08.2024):
git clone https://github.com/tensorflow/recommenders
PyPi (📥 440K / month · 📦 2 · ⏱️ 03.02.2023):
pip install tensorflow-recommenders
GitHub (👨💻 20 · 🔀 97 · 📥 8 · 📦 58 · 📋 29 - 44% open · ⏱️ 04.10.2023):
git clone https://github.com/statisticianinstilettos/recmetrics
PyPi (📥 4.5K / month · ⏱️ 26.04.2022):
pip install recmetrics
Libraries for encrypted and privacy-preserving machine learning using methods like federated learning & differential privacy.
GitHub (👨💻 520 · 🔀 2K · 📥 2.3K · 📦 1 · 📋 3.4K - 1% open · ⏱️ 10.10.2024):
git clone https://github.com/OpenMined/PySyft
PyPi (📥 18K / month · 📦 4 · ⏱️ 06.10.2024):
pip install syft
GitHub (👨💻 81 · 🔀 330 · 📥 120 · 📦 880 · 📋 310 - 23% open · ⏱️ 25.09.2024):
git clone https://github.com/pytorch/opacus
PyPi (📥 220K / month · 📦 36 · ⏱️ 03.08.2024):
pip install opacus
Conda (📥 18K · ⏱️ 05.08.2024):
conda install -c conda-forge opacus
GitHub (👨💻 100 · 🔀 1.5K · 📋 2K - 2% open · ⏱️ 21.08.2024):
git clone https://github.com/FederatedAI/FATE
PyPi (⏱️ 06.05.2020):
pip install ETAF
GitHub (👨💻 59 · 🔀 440 · 📥 170 · 📋 210 - 55% open · ⏱️ 20.09.2024):
git clone https://github.com/tensorflow/privacy
PyPi (📥 25K / month · 📦 21 · ⏱️ 14.02.2024):
pip install tensorflow-privacy
GitHub (👨💻 29 · 🔀 210 · 📦 68 · 📋 440 - 32% open · ⏱️ 25.09.2024):
git clone https://github.com/tf-encrypted/tf-encrypted
PyPi (📥 1.9K / month · 📦 9 · ⏱️ 16.11.2022):
pip install tf-encrypted
GitHub (👨💻 38 · 🔀 270 · 📦 45 · 📋 270 - 28% open · ⏱️ 18.07.2024):
git clone https://github.com/facebookresearch/CrypTen
PyPi (📥 500 / month · 📦 1 · ⏱️ 08.12.2022):
pip install crypten
Libraries to organize, track, and visualize machine learning experiments.
GitHub (👨💻 780 · 🔀 4.2K · 📦 44K · 📋 4.2K - 38% open · ⏱️ 10.10.2024):
git clone https://github.com/mlflow/mlflow
PyPi (📥 15M / month · 📦 880 · ⏱️ 27.09.2024):
pip install mlflow
Conda (📥 2.4M · ⏱️ 17.09.2024):
conda install -c conda-forge mlflow
GitHub (👨💻 300 · 🔀 1.2K · 📦 18K · 📋 4.7K - 4% open · ⏱️ 08.10.2024):
git clone https://github.com/iterative/dvc
PyPi (📥 620K / month · 📦 130 · ⏱️ 02.09.2024):
pip install dvc
Conda (📥 2.3M · ⏱️ 02.09.2024):
conda install -c conda-forge dvc
GitHub (👨💻 190 · 🔀 660 · 📥 330 · 📦 55K · 📋 3.3K - 26% open · ⏱️ 10.10.2024):
git clone https://github.com/wandb/client
PyPi (📥 19M / month · 📦 1.4K · ⏱️ 01.10.2024):
pip install wandb
Conda (📥 660K · ⏱️ 08.10.2024):
conda install -c conda-forge wandb
GitHub (👨💻 320 · 🔀 1.7K · 📦 260K · 📋 1.9K - 35% open · ⏱️ 08.10.2024):
git clone https://github.com/tensorflow/tensorboard
PyPi (📥 22M / month · 📦 2.2K · ⏱️ 25.09.2024):
pip install tensorboard
Conda (📥 5.1M · ⏱️ 27.09.2024):
conda install -c conda-forge tensorboard
GitHub (👨💻 460 · 🔀 1.1K · 📦 4.5K · 📋 1.5K - 20% open · ⏱️ 08.10.2024):
git clone https://github.com/aws/sagemaker-python-sdk
PyPi (📥 31M / month · 📦 150 · ⏱️ 03.10.2024):
pip install sagemaker
Conda (📥 1.1M · ⏱️ 31.07.2024):
conda install -c conda-forge sagemaker-python-sdk
GitHub (👨💻 140 · 🔀 1.7K · 📥 710 · 📦 6.4K · 📋 2.3K - 15% open · ⏱️ 30.08.2024):
git clone https://github.com/pycaret/pycaret
PyPi (📥 280K / month · 📦 31 · ⏱️ 28.04.2024):
pip install pycaret
Conda (📥 56K · ⏱️ 25.04.2024):
conda install -c conda-forge pycaret
GitHub (👨💻 95 · 🔀 760 · 📦 730 · 📋 740 - 44% open · ⏱️ 09.10.2024):
git clone https://github.com/Netflix/metaflow
PyPi (📥 920K / month · 📦 45 · ⏱️ 07.10.2024):
pip install metaflow
Conda (📥 220K · ⏱️ 08.10.2024):
conda install -c conda-forge metaflow
GitHub (👨💻 100 · 🔀 650 · 📥 2.9K · 📦 1.3K · 📋 1.1K - 46% open · ⏱️ 09.10.2024):
git clone https://github.com/allegroai/clearml
PyPi (📥 340K / month · 📦 40 · ⏱️ 01.10.2024):
pip install clearml
Docker Hub (📥 30K · ⏱️ 05.10.2020):
docker pull allegroai/trains
GitHub (👨💻 340 · 🔀 550 · 📦 2.1K · 📋 1.8K - 62% open · ⏱️ 09.10.2024):
git clone https://github.com/snakemake/snakemake
PyPi (📥 120K / month · 📦 230 · ⏱️ 07.10.2024):
pip install snakemake
Conda (📥 1.2M · ⏱️ 07.10.2024):
conda install -c bioconda snakemake
GitHub (👨💻 82 · 🔀 860 · 📥 450 · 📦 49K · 📋 460 - 17% open · ⏱️ 12.11.2023):
git clone https://github.com/lanpa/tensorboardX
PyPi (📥 3.2M / month · 📦 620 · ⏱️ 20.08.2023):
pip install tensorboardX
Conda (📥 1.2M · ⏱️ 20.08.2023):
conda install -c conda-forge tensorboardx
GitHub (👨💻 47 · 🔀 1.1K · 📦 21 · 📋 490 - 30% open · ⏱️ 07.10.2024):
git clone https://github.com/Kaggle/kaggle-api
PyPi (📥 220K / month · 📦 210 · ⏱️ 24.07.2024):
pip install kaggle
Conda (📥 180K · ⏱️ 27.07.2024):
conda install -c conda-forge kaggle
GitHub (👨💻 76 · 🔀 320 · 📦 700 · 📋 1K - 36% open · ⏱️ 02.10.2024):
git clone https://github.com/aimhubio/aim
PyPi (📥 350K / month · 📦 38 · ⏱️ 09.10.2024):
pip install aim
Conda (📥 80K · ⏱️ 14.06.2024):
conda install -c conda-forge aim
GitHub (👨💻 100 · 🔀 380 · 📦 3.2K · 📋 560 - 18% open · ⏱️ 26.08.2024):
git clone https://github.com/IDSIA/sacred
PyPi (📥 210K / month · 📦 60 · ⏱️ 26.08.2024):
pip install sacred
Conda (📥 6.6K · ⏱️ 28.11.2023):
conda install -c conda-forge sacred
GitHub (👨💻 64 · 🔀 2.5K · 📥 660 · 📋 1.5K - 26% open · ⏱️ 08.08.2024):
git clone https://github.com/Azure/MachineLearningNotebooks
PyPi (📥 430K / month · 📦 31 · ⏱️ 05.08.2024):
pip install azureml-sdk
GitHub (👨💻 54 · 🔀 63 · 📦 620 · 📋 240 - 12% open · ⏱️ 26.09.2024):
git clone https://github.com/neptune-ai/neptune-client
PyPi (📥 510K / month · 📦 77 · ⏱️ 02.10.2024):
pip install neptune-client
Conda (📥 280K · ⏱️ 02.10.2024):
conda install -c conda-forge neptune-client
GitHub (👨💻 9 · 🔀 140 · 📦 170 · 📋 47 - 10% open · ⏱️ 07.10.2024):
git clone https://github.com/labmlai/labml
PyPi (📥 9.4K / month · 📦 14 · ⏱️ 15.09.2024):
pip install labml
GitHub (👨💻 130 · 🔀 270 · 📋 140 - 54% open · ⏱️ 10.10.2024):
git clone https://github.com/pytorch/tnt
PyPi (📥 5.7K / month · 📦 24 · ⏱️ 29.07.2018):
pip install torchnet
GitHub (👨💻 32 · 🔀 97 · 📥 40 · 📦 85 · 📋 130 - 26% open · ⏱️ 10.10.2024):
git clone https://github.com/MrPowers/quinn
PyPi (📥 650K / month · 📦 7 · ⏱️ 13.02.2024):
pip install quinn
GitHub (👨💻 20 · 🔀 140 · 📥 2.7K · 📦 570 · 📋 120 - 39% open · ⏱️ 09.10.2024):
git clone https://github.com/google/ml-metadata
PyPi (📥 77K / month · 📦 31 · ⏱️ 01.10.2024):
pip install ml-metadata
GitHub (👨💻 41 · 🔀 57 · 📦 81 · 📋 83 - 24% open · ⏱️ 29.09.2024):
git clone https://github.com/m3dev/gokart
PyPi (📥 5.5K / month · 📦 8 · ⏱️ 19.09.2024):
pip install gokart
GitHub (👨💻 10 · 🔀 66 · 📦 4 · 📋 34 - 55% open · ⏱️ 25.01.2024):
git clone https://github.com/google/caliban
PyPi (📥 650 / month · ⏱️ 12.09.2020):
pip install caliban
git clone https://github.com/comet-ml/examples
PyPi (📥 670K / month · 📦 77 · ⏱️ 26.09.2024):
pip install comet_ml
conda install -c anaconda comet_ml
Libraries to serialize models to files, convert between a variety of model formats, and optimize models for deployment.
GitHub (👨💻 320 · 🔀 3.7K · 📥 22K · 📦 34K · 📋 2.9K - 12% open · ⏱️ 10.10.2024):
git clone https://github.com/onnx/onnx
PyPi (📥 5.5M / month · 📦 1.1K · ⏱️ 01.10.2024):
pip install onnx
Conda (📥 1.3M · ⏱️ 05.10.2024):
conda install -c conda-forge onnx
GitHub (👨💻 330 · 🔀 1.6K · 📦 39K · 📋 1.4K - 45% open · ⏱️ 10.10.2024):
git clone https://github.com/openai/triton
PyPi (📥 15M / month · 📦 250 · ⏱️ 09.07.2024):
pip install triton
GitHub (👨💻 200 · 🔀 530 · 📋 970 - 15% open · ⏱️ 10.10.2024):
git clone https://github.com/huggingface/huggingface_hub
PyPi (📥 43M / month · 📦 1.9K · ⏱️ 09.10.2024):
pip install huggingface_hub
Conda (📥 2.2M · ⏱️ 09.10.2024):
conda install -c conda-forge huggingface_hub
GitHub (👨💻 210 · 🔀 780 · 📥 1.2K · 📦 2.1K · 📋 1.1K - 15% open · ⏱️ 10.10.2024):
git clone https://github.com/bentoml/BentoML
PyPi (📥 110K / month · 📦 28 · ⏱️ 25.09.2024):
pip install bentoml
GitHub (👨💻 220 · 🔀 850 · 📥 6.9K · 📦 730 · 📋 1.7K - 24% open · ⏱️ 03.10.2024):
git clone https://github.com/pytorch/serve
PyPi (📥 53K / month · 📦 22 · ⏱️ 30.09.2024):
pip install torchserve
conda install -c pytorch torchserve
Docker Hub (📥 1.3M · ⭐ 28 · ⏱️ 30.09.2024):
docker pull pytorch/torchserve
GitHub (👨💻 180 · 🔀 630 · 📥 12K · 📦 4.2K · 📋 1.4K - 24% open · ⏱️ 08.10.2024):
git clone https://github.com/apple/coremltools
PyPi (📥 400K / month · 📦 81 · ⏱️ 16.09.2024):
pip install coremltools
Conda (📥 71K · ⏱️ 16.06.2023):
conda install -c conda-forge coremltools
GitHub (👨💻 62 · 🔀 390 · 📋 430 - 40% open · ⏱️ 02.10.2024):
git clone https://github.com/fastmachinelearning/hls4ml
PyPi (📥 1.4K / month · ⏱️ 19.12.2023):
pip install hls4ml
Conda (📥 8.7K · ⏱️ 16.06.2023):
conda install -c conda-forge hls4ml
GitHub (👨💻 40 · 🔀 280 · 📥 700 · 📋 330 - 21% open · ⏱️ 27.09.2024):
git clone https://github.com/microsoft/hummingbird
PyPi (📥 7.8K / month · 📦 7 · ⏱️ 08.03.2024):
pip install hummingbird-ml
Conda (📥 49K · ⏱️ 08.03.2024):
conda install -c conda-forge hummingbird-ml
GitHub (👨💻 40 · 🔀 640 · 📋 200 - 49% open · ⏱️ 22.07.2024):
git clone https://github.com/nebuly-ai/nebullvm
PyPi (📥 1.4K / month · 📦 2 · ⏱️ 18.06.2023):
pip install nebullvm
GitHub (👨💻 4 · 🔀 38 · 📋 34 - 32% open · ⏱️ 25.02.2024):
git clone https://github.com/riga/tfdeploy
PyPi (📥 520 / month · ⏱️ 30.03.2017):
pip install tfdeploy
Libraries to visualize, explain, debug, evaluate, and interpret machine learning models.
GitHub (👨💻 250 · 🔀 3.3K · 📦 21K · 📋 2.5K - 29% open · ⏱️ 09.10.2024):
git clone https://github.com/slundberg/shap
PyPi (📥 6.8M / month · 📦 750 · ⏱️ 27.06.2024):
pip install shap
Conda (📥 4M · ⏱️ 08.05.2024):
conda install -c conda-forge shap
GitHub (👨💻 2 · 🔀 2.8K · 📥 55K · 📦 570 · 📋 1.1K - 2% open · ⏱️ 10.10.2024):
git clone https://github.com/lutzroeder/netron
PyPi (📥 33K / month · 📦 83 · ⏱️ 06.10.2024):
pip install netron
GitHub (👨💻 160 · 🔀 400 · 📥 160 · 📦 7.8K · 📋 870 - 20% open · ⏱️ 08.10.2024):
git clone https://github.com/arviz-devs/arviz
PyPi (📥 1.7M / month · 📦 310 · ⏱️ 28.09.2024):
pip install arviz
Conda (📥 2.2M · ⏱️ 29.09.2024):
conda install -c conda-forge arviz
GitHub (👨💻 46 · 🔀 720 · 📦 760 · 📋 450 - 23% open · ⏱️ 10.10.2024):
git clone https://github.com/interpretml/interpret
PyPi (📥 98K / month · 📦 49 · ⏱️ 28.09.2024):
pip install interpret
GitHub (👨💻 120 · 🔀 480 · 📦 2.4K · 📋 570 - 40% open · ⏱️ 26.09.2024):
git clone https://github.com/pytorch/captum
PyPi (📥 260K / month · 📦 130 · ⏱️ 05.12.2023):
pip install captum
Conda (📥 73K · ⏱️ 16.06.2023):
conda install -c conda-forge captum
GitHub (👨💻 130 · 🔀 250 · 📦 13K · 📋 350 - 59% open · ⏱️ 17.09.2024):
git clone https://github.com/huggingface/evaluate
PyPi (📥 2.5M / month · 📦 400 · ⏱️ 11.09.2024):
pip install evaluate
GitHub (👨💻 40 · 🔀 330 · 📦 180 · 📋 210 - 17% open · ⏱️ 10.10.2024):
git clone https://github.com/MAIF/shapash
PyPi (📥 29K / month · 📦 4 · ⏱️ 10.10.2024):
pip install shapash
GitHub (👨💻 94 · 🔀 910 · 📥 40 · 📦 430 · 📋 480 - 27% open · ⏱️ 09.10.2024):
git clone https://github.com/py-why/dowhy
PyPi (📥 56K / month · 📦 7 · ⏱️ 25.12.2023):
pip install dowhy
Conda (📥 33K · ⏱️ 26.01.2024):
conda install -c conda-forge dowhy
GitHub (👨💻 21 · 🔀 330 · 📦 540 · 📋 240 - 14% open · ⏱️ 20.06.2024):
git clone https://github.com/oegedijk/explainerdashboard
PyPi (📥 83K / month · 📦 10 · ⏱️ 18.03.2024):
pip install explainerdashboard
Conda (📥 53K · ⏱️ 18.03.2024):
conda install -c conda-forge explainerdashboard
GitHub (👨💻 42 · 🔀 360 · 📦 6.5K · 📋 190 - 40% open · ⏱️ 29.04.2024):
git clone https://github.com/bmabey/pyLDAvis
PyPi (📥 130K / month · 📦 100 · ⏱️ 23.04.2023):
pip install pyldavis
Conda (📥 87K · ⏱️ 16.06.2023):
conda install -c conda-forge pyldavis
GitHub (👨💻 58 · 🔀 270 · 📋 88 - 37% open · ⏱️ 09.10.2024):
git clone https://github.com/tensorflow/model-analysis
PyPi (📥 130K / month · 📦 19 · ⏱️ 25.04.2024):
pip install tensorflow-model-analysis
GitHub (👨💻 27 · 🔀 330 · 📦 1.3K · 📋 210 - 34% open · ⏱️ 29.08.2024):
git clone https://github.com/parrt/dtreeviz
PyPi (📥 120K / month · 📦 53 · ⏱️ 07.07.2022):
pip install dtreeviz
Conda (📥 85K · ⏱️ 13.07.2023):
conda install -c conda-forge dtreeviz
GitHub (👨💻 84 · 🔀 410 · 📦 3 · 📋 480 - 33% open · ⏱️ 24.09.2024):
git clone https://github.com/fairlearn/fairlearn
PyPi (📥 160K / month · 📦 55 · ⏱️ 19.12.2023):
pip install fairlearn
Conda (📥 37K · ⏱️ 20.12.2023):
conda install -c conda-forge fairlearn
GitHub (👨💻 73 · 🔀 830 · 📦 490 · 📋 300 - 66% open · ⏱️ 05.07.2024):
git clone https://github.com/Trusted-AI/AIF360
PyPi (📥 36K / month · 📦 32 · ⏱️ 08.04.2024):
pip install aif360
Conda (📥 15K · ⏱️ 09.04.2024):
conda install -c conda-forge aif360
GitHub (👨💻 43 · 🔀 340 · 📋 320 - 27% open · ⏱️ 07.08.2024):
git clone https://github.com/microsoft/responsible-ai-toolbox
PyPi (📥 11K / month · 📦 6 · ⏱️ 08.07.2024):
pip install raiwidgets
GitHub (👨💻 38 · 🔀 350 · 📦 39 · 📋 190 - 56% open · ⏱️ 26.06.2024):
git clone https://github.com/PAIR-code/lit
PyPi (📥 3.7K / month · 📦 3 · ⏱️ 26.06.2024):
pip install lit-nlp
Conda (📥 90K · ⏱️ 16.06.2023):
conda install -c conda-forge lit-nlp
GitHub (👨💻 40 · 🔀 260 · 📦 130 · 📋 140 - 16% open · ⏱️ 10.02.2024):
git clone https://github.com/quantumblacklabs/causalnex
PyPi (📥 10K / month · 📦 4 · ⏱️ 22.06.2023):
pip install causalnex
GitHub (👨💻 24 · 🔀 120 · 📦 110 · 📋 92 - 39% open · ⏱️ 21.09.2024):
git clone https://github.com/csinva/imodels
PyPi (📥 40K / month · 📦 9 · ⏱️ 02.07.2024):
pip install imodels
GitHub (👨💻 22 · 🔀 240 · 📥 150 · 📦 140 · 📋 260 - 21% open · ⏱️ 12.10.2023):
git clone https://github.com/albermax/innvestigate
PyPi (📥 970 / month · 📦 2 · ⏱️ 12.10.2023):
pip install innvestigate
GitHub (👨💻 22 · 🔀 110 · 📦 170 · 📋 99 - 51% open · ⏱️ 11.09.2024):
git clone https://github.com/dssg/aequitas
PyPi (📥 26K / month · 📦 8 · ⏱️ 30.01.2024):
pip install aequitas
GitHub (👨💻 16 · 🔀 180 · 📦 230 · 📋 89 - 3% open · ⏱️ 17.11.2023):
git clone https://github.com/philipperemy/keract
PyPi (📥 6.7K / month · 📦 9 · ⏱️ 25.09.2022):
pip install keract
GitHub (👨💻 41 · 🔀 300 · 📦 100 · 📋 85 - 63% open · ⏱️ 16.07.2024):
git clone https://github.com/Trusted-AI/AIX360
PyPi (📥 1.4K / month · 📦 1 · ⏱️ 31.07.2023):
pip install aix360
GitHub (👨💻 20 · 🔀 170 · 📦 2 · 📋 140 - 61% open · ⏱️ 01.02.2024):
git clone https://github.com/PAIR-code/what-if-tool
PyPi (📥 8.8K / month · 📦 6 · ⏱️ 12.10.2021):
pip install witwidget
Conda (📥 2.3M · ⏱️ 16.06.2023):
conda install -c conda-forge tensorboard-plugin-wit
npm (📥 580 / month · 📦 3 · ⏱️ 12.10.2021):
npm install wit-widget
GitHub (👨💻 12 · 🔀 160 · 📥 120 · 📦 31 · 📋 64 - 51% open · ⏱️ 15.08.2024):
git clone https://github.com/jalammar/ecco
PyPi (📥 1.1K / month · 📦 1 · ⏱️ 09.01.2022):
pip install ecco
Conda (📥 5.5K · ⏱️ 16.06.2023):
conda install -c conda-forge ecco
GitHub (👨💻 15 · 🔀 130 · 📦 170 · 📋 39 - 20% open · ⏱️ 29.09.2024):
git clone https://github.com/parrt/random-forest-importances
PyPi (📥 12K / month · 📦 5 · ⏱️ 28.01.2021):
pip install rfpimp
GitHub (👨💻 19 · 🔀 180 · 📋 170 - 45% open · ⏱️ 17.04.2024):
git clone https://github.com/interpretml/DiCE
PyPi (📥 34K / month · 📦 6 · ⏱️ 27.10.2023):
pip install dice-ml
GitHub (👨💻 36 · 🔀 78 · 📋 36 - 72% open · ⏱️ 26.04.2024):
git clone https://github.com/tensorflow/fairness-indicators
PyPi (📥 2.3K / month · ⏱️ 26.04.2024):
pip install fairness-indicators
GitHub (👨💻 6 · 🔀 84 · 📦 34 · 📋 27 - 11% open · ⏱️ 16.01.2024):
git clone https://github.com/aerdem4/lofo-importance
PyPi (📥 3.6K / month · 📦 4 · ⏱️ 16.01.2024):
pip install lofo-importance
GitHub (👨💻 5 · 🔀 52 · 📥 18 · 📋 39 - 25% open · ⏱️ 21.08.2024):
git clone https://github.com/explainX/explainx
PyPi (📥 1.7K / month · ⏱️ 04.02.2021):
pip install explainx
GitHub (👨💻 18 · 🔀 68 · 📋 100 - 84% open · ⏱️ 05.02.2024):
git clone https://github.com/interpretml/interpret-text
PyPi (📥 310 / month · ⏱️ 07.12.2021):
pip install interpret-text
Libraries for Approximate Nearest Neighbor Search and Vector Indexing/Similarity Search.
🔗 ANN Benchmarks ( ⭐ 4.9K) - Benchmarks of approximate nearest neighbor libraries in Python.
GitHub (👨💻 190 · 🔀 3.6K · 📦 4K · 📋 2.5K - 9% open · ⏱️ 09.10.2024):
git clone https://github.com/facebookresearch/faiss
PyPi (📥 1M / month · 📦 170 · ⏱️ 25.09.2024):
pip install pymilvus
Conda (📥 1.7M · ⏱️ 09.08.2024):
conda install -c conda-forge faiss
GitHub (👨💻 290 · 🔀 2.8K · 📥 270K · 📋 12K - 6% open · ⏱️ 10.10.2024):
git clone https://github.com/milvus-io/milvus
PyPi (📥 1M / month · 📦 170 · ⏱️ 25.09.2024):
pip install pymilvus
Docker Hub (📥 67M · ⭐ 63 · ⏱️ 08.10.2024):
docker pull milvusdb/milvus
GitHub (👨💻 88 · 🔀 1.1K · 📦 4.3K · 📋 400 - 14% open · ⏱️ 29.07.2024):
git clone https://github.com/spotify/annoy
PyPi (📥 1M / month · 📦 200 · ⏱️ 14.06.2023):
pip install annoy
Conda (📥 530K · ⏱️ 05.09.2024):
conda install -c conda-forge python-annoy
GitHub (👨💻 72 · 🔀 620 · 📦 7K · 📋 380 - 57% open · ⏱️ 17.06.2024):
git clone https://github.com/nmslib/hnswlib
PyPi (📥 980K / month · 📦 130 · ⏱️ 03.12.2023):
pip install hnswlib
Conda (📥 240K · ⏱️ 27.09.2023):
conda install -c conda-forge hnswlib
GitHub (👨💻 49 · 🔀 450 · 📦 1.2K · 📋 440 - 20% open · ⏱️ 21.09.2024):
git clone https://github.com/nmslib/nmslib
PyPi (📥 230K / month · 📦 63 · ⏱️ 03.02.2021):
pip install nmslib
Conda (📥 150K · ⏱️ 09.09.2024):
conda install -c conda-forge nmslib
GitHub (👨💻 54 · 🔀 130 · 📥 28K · 📦 120 · 📋 160 - 33% open · ⏱️ 10.10.2024):
git clone https://github.com/unum-cloud/usearch
PyPi (📥 170K / month · 📦 21 · ⏱️ 10.10.2024):
pip install usearch
npm (📥 7K / month · 📦 14 · ⏱️ 10.10.2024):
npm install usearch
Docker Hub (📥 130 · ⭐ 1 · ⏱️ 10.10.2024):
docker pull unum/usearch
GitHub (👨💻 29 · 🔀 110 · 📦 8K · 📋 140 - 52% open · ⏱️ 17.06.2024):
git clone https://github.com/lmcinnes/pynndescent
PyPi (📥 1.4M / month · 📦 160 · ⏱️ 17.06.2024):
pip install pynndescent
Conda (📥 2M · ⏱️ 17.06.2024):
conda install -c conda-forge pynndescent
GitHub (👨💻 15 · 🔀 110 · 📋 140 - 13% open · ⏱️ 18.09.2024):
git clone https://github.com/yahoojapan/NGT
PyPi (📥 4.4K / month · 📦 8 · ⏱️ 06.12.2023):
pip install ngt
Libraries providing capabilities for probabilistic programming/reasoning, bayesian inference, gaussian processes, or statistics.
GitHub (👨💻 500 · 🔀 2K · 📥 2K · 📦 4.3K · 📋 3.4K - 9% open · ⏱️ 10.10.2024):
git clone https://github.com/pymc-devs/pymc
PyPi (📥 280K / month · 📦 190 · ⏱️ 31.05.2024):
pip install pymc3
Conda (📥 600K · ⏱️ 02.06.2024):
conda install -c conda-forge pymc3
GitHub (👨💻 500 · 🔀 1.1K · 📦 2 · 📋 1.4K - 47% open · ⏱️ 03.10.2024):
git clone https://github.com/tensorflow/probability
PyPi (📥 1.6M / month · 📦 610 · ⏱️ 12.03.2024):
pip install tensorflow-probability
Conda (📥 150K · ⏱️ 27.05.2024):
conda install -c conda-forge tensorflow-probability
GitHub (👨💻 160 · 🔀 980 · 📋 1.1K - 23% open · ⏱️ 28.09.2024):
git clone https://github.com/pyro-ppl/pyro
PyPi (📥 320K / month · 📦 190 · ⏱️ 02.06.2024):
pip install pyro-ppl
Conda (📥 200K · ⏱️ 03.06.2024):
conda install -c conda-forge pyro-ppl
GitHub (👨💻 130 · 🔀 700 · 📥 540 · 📦 1.2K · 📋 930 - 31% open · ⏱️ 02.10.2024):
git clone https://github.com/pgmpy/pgmpy
PyPi (📥 120K / month · 📦 53 · ⏱️ 09.08.2024):
pip install pgmpy
GitHub (👨💻 140 · 🔀 550 · 📦 2.4K · 📋 1.3K - 27% open · ⏱️ 27.09.2024):
git clone https://github.com/cornellius-gp/gpytorch
PyPi (📥 260K / month · 📦 170 · ⏱️ 06.09.2024):
pip install gpytorch
Conda (📥 180K · ⏱️ 07.09.2024):
conda install -c conda-forge gpytorch
GitHub (👨💻 48 · 🔀 230 · 📦 1.3K · 📋 340 - 15% open · ⏱️ 09.10.2024):
git clone https://github.com/SALib/SALib
PyPi (📥 490K / month · 📦 130 · ⏱️ 19.08.2024):
pip install salib
Conda (📥 180K · ⏱️ 20.09.2024):
conda install -c conda-forge salib
GitHub (👨💻 49 · 🔀 740 · 📦 2.8K · 📋 440 - 15% open · ⏱️ 07.10.2024):
git clone https://github.com/hmmlearn/hmmlearn
PyPi (📥 770K / month · 📦 87 · ⏱️ 02.03.2024):
pip install hmmlearn
Conda (📥 280K · ⏱️ 11.09.2024):
conda install -c conda-forge hmmlearn
GitHub (👨💻 74 · 🔀 430 · 📦 2.6K · 📋 300 - 19% open · ⏱️ 10.10.2024):
git clone https://github.com/dfm/emcee
PyPi (📥 1.4M / month · 📦 440 · ⏱️ 19.04.2024):
pip install emcee
Conda (📥 360K · ⏱️ 22.04.2024):
conda install -c conda-forge emcee
GitHub (👨💻 45 · 🔀 1K · 📦 4.2K · 📋 590 - 19% open · ⏱️ 24.06.2024):
git clone https://github.com/twopirllc/pandas-ta
PyPi (📥 170K / month · 📦 120 · ⏱️ 28.07.2021):
pip install pandas-ta
Conda (📥 22K · ⏱️ 16.06.2023):
conda install -c conda-forge pandas-ta
GitHub (👨💻 84 · 🔀 440 · 📦 690 · 📋 840 - 18% open · ⏱️ 04.10.2024):
git clone https://github.com/GPflow/GPflow
PyPi (📥 76K / month · 📦 35 · ⏱️ 17.06.2024):
pip install gpflow
Conda (📥 34K · ⏱️ 26.06.2024):
conda install -c conda-forge gpflow
GitHub (👨💻 19 · 🔀 100 · 📦 110K · 📋 150 - 46% open · ⏱️ 04.01.2024):
git clone https://github.com/pydata/patsy
PyPi (📥 16M / month · 📦 530 · ⏱️ 04.01.2024):
pip install patsy
Conda (📥 12M · ⏱️ 05.01.2024):
conda install -c conda-forge patsy
GitHub (👨💻 75 · 🔀 590 · 📦 1.2K · 📋 780 - 2% open · ⏱️ 11.07.2024):
git clone https://github.com/jmschrei/pomegranate
PyPi (📥 18K / month · 📦 59 · ⏱️ 11.07.2024):
pip install pomegranate
Conda (📥 170K · ⏱️ 10.12.2023):
conda install -c conda-forge pomegranate
GitHub (👨💻 14 · 🔀 58 · 📦 10K · 📋 200 - 6% open · ⏱️ 03.07.2024):
git clone https://github.com/stan-dev/pystan
PyPi (📥 750K / month · 📦 160 · ⏱️ 03.07.2024):
pip install pystan
Conda (📥 2.9M · ⏱️ 16.06.2023):
conda install -c conda-forge pystan
GitHub (👨💻 40 · 🔀 120 · 📦 150 · 📋 410 - 19% open · ⏱️ 26.09.2024):
git clone https://github.com/bambinos/bambi
PyPi (📥 31K / month · 📦 10 · ⏱️ 10.07.2024):
pip install bambi
Conda (📥 38K · ⏱️ 10.07.2024):
conda install -c conda-forge bambi
GitHub (👨💻 15 · 🔀 40 · 📥 64 · 📦 840 · 📋 58 - 10% open · ⏱️ 09.10.2024):
git clone https://github.com/maximtrp/scikit-posthocs
PyPi (📥 80K / month · 📦 54 · ⏱️ 09.10.2024):
pip install scikit-posthocs
Conda (📥 970K · ⏱️ 10.10.2024):
conda install -c conda-forge scikit-posthocs
GitHub (👨💻 20 · 🔀 140 · 📦 63 · 📋 400 - 12% open · ⏱️ 10.07.2024):
git clone https://github.com/uber/orbit
PyPi (📥 14K / month · 📦 1 · ⏱️ 01.04.2024):
pip install orbit-ml
GitHub (👨💻 23 · 🔀 86 · 📦 61 · 📋 110 - 17% open · ⏱️ 27.06.2024):
git clone https://github.com/baal-org/baal
PyPi (📥 2.7K / month · 📦 2 · ⏱️ 11.06.2024):
pip install baal
Conda (📥 10K · ⏱️ 12.06.2023):
conda install -c conda-forge baal
Libraries for testing the robustness of machine learning models against attacks with adversarial/malicious examples.
GitHub (👨💻 140 · 🔀 1.2K · 📦 600 · 📋 900 - 15% open · ⏱️ 07.10.2024):
git clone https://github.com/Trusted-AI/adversarial-robustness-toolbox
PyPi (📥 43K / month · 📦 20 · ⏱️ 02.10.2024):
pip install adversarial-robustness-toolbox
Conda (📥 50K · ⏱️ 03.10.2024):
conda install -c conda-forge adversarial-robustness-toolbox
GitHub (👨💻 35 · 🔀 420 · 📦 630 · 📋 370 - 5% open · ⏱️ 04.03.2024):
git clone https://github.com/bethgelab/foolbox
PyPi (📥 5.6K / month · 📦 14 · ⏱️ 04.03.2024):
pip install foolbox
Conda (📥 15K · ⏱️ 16.06.2023):
conda install -c conda-forge foolbox
GitHub (👨💻 66 · 🔀 380 · 📦 300 · 📋 280 - 21% open · ⏱️ 25.07.2024):
git clone https://github.com/QData/TextAttack
PyPi (📥 5K / month · 📦 11 · ⏱️ 11.03.2024):
pip install textattack
Conda (📥 8.5K · ⏱️ 16.06.2023):
conda install -c conda-forge textattack
Libraries that require and make use of CUDA/GPU or other accelerator hardware capabilities to optimize machine learning tasks.
GitHub (👨💻 390 · 🔀 810 · 📥 190K · 📦 2.3K · 📋 2.4K - 26% open · ⏱️ 10.10.2024):
git clone https://github.com/cupy/cupy
PyPi (📥 57K / month · 📦 270 · ⏱️ 22.08.2024):
pip install cupy
Conda (📥 4.8M · ⏱️ 22.08.2024):
conda install -c conda-forge cupy
Docker Hub (📥 68K · ⭐ 13 · ⏱️ 22.08.2024):
docker pull cupy/cupy
GitHub (👨💻 300 · 🔀 880 · 📦 57 · 📋 6.6K - 16% open · ⏱️ 10.10.2024):
git clone https://github.com/rapidsai/cudf
PyPi (📥 3.2K / month · 📦 22 · ⏱️ 01.06.2020):
pip install cudf
GitHub (👨💻 130 · 🔀 450 · 📦 3.5K · 📋 840 - 49% open · ⏱️ 10.10.2024):
git clone https://github.com/huggingface/optimum
PyPi (📥 950K / month · 📦 170 · ⏱️ 10.10.2024):
pip install optimum
Conda (📥 24K · ⏱️ 29.05.2024):
conda install -c conda-forge optimum
GitHub (👨💻 82 · 🔀 280 · 📦 3.1K · 📋 270 - 30% open · ⏱️ 30.07.2024):
git clone https://github.com/inducer/pycuda
PyPi (📥 95K / month · 📦 160 · ⏱️ 30.07.2024):
pip install pycuda
Conda (📥 590K · ⏱️ 17.08.2024):
conda install -c conda-forge pycuda
GitHub (👨💻 180 · 🔀 520 · 📋 2.5K - 35% open · ⏱️ 08.10.2024):
git clone https://github.com/rapidsai/cuml
PyPi (📥 3.1K / month · 📦 14 · ⏱️ 01.06.2020):
pip install cuml
GitHub (👨💻 130 · 🔀 1.4K · 📦 2.8K · 📋 1.3K - 58% open · ⏱️ 28.09.2024):
git clone https://github.com/NVIDIA/apex
Conda (📥 330K · ⏱️ 10.09.2024):
conda install -c conda-forge nvidia-apex
GitHub (👨💻 17 · 🔀 280 · 📦 6.1K · 📋 120 - 22% open · ⏱️ 12.01.2024):
git clone https://github.com/wookayin/gpustat
PyPi (📥 660K / month · 📦 150 · ⏱️ 22.08.2023):
pip install gpustat
Conda (📥 290K · ⏱️ 23.08.2023):
conda install -c conda-forge gpustat
GitHub (👨💻 94 · 🔀 530 · 📥 7.1K · 📋 1.7K - 19% open · ⏱️ 01.10.2024):
git clone https://github.com/arrayfire/arrayfire
PyPi (📥 4.1K / month · 📦 10 · ⏱️ 22.02.2022):
pip install arrayfire
GitHub (👨💻 120 · 🔀 300 · 📋 1.7K - 9% open · ⏱️ 09.10.2024):
git clone https://github.com/rapidsai/cugraph
PyPi (📥 300 / month · 📦 4 · ⏱️ 01.06.2020):
pip install cugraph
Conda (📥 24K · ⏱️ 16.06.2023):
conda install -c conda-forge libcugraph
GitHub (👨💻 93 · 🔀 620 · 📋 1.6K - 14% open · ⏱️ 10.10.2024):
git clone https://github.com/NVIDIA/DALI
GitHub (👨💻 44 · 🔀 170 · 📦 310 · 📋 220 - 23% open · ⏱️ 15.10.2023):
git clone https://github.com/lebedov/scikit-cuda
PyPi (📥 720 / month · 📦 23 · ⏱️ 27.05.2019):
pip install scikit-cuda
GitHub (👨💻 28 · 🔀 140 · 📥 580 · 📋 220 - 32% open · ⏱️ 28.09.2024):
git clone https://github.com/KomputeProject/kompute
PyPi (📥 640 / month · ⏱️ 20.01.2024):
pip install kp
GitHub (👨💻 32 · 🔀 110 · 📋 460 - 46% open · ⏱️ 22.07.2024):
git clone https://github.com/NVIDIA-Merlin/Merlin
PyPi (📥 9.4K / month · 📦 1 · ⏱️ 29.08.2023):
pip install merlin-core
Libraries that extend TensorFlow with additional capabilities.
GitHub (👨💻 310 · 🔀 1.5K · 📦 20K · 📋 1.4K - 48% open · ⏱️ 10.10.2024):
git clone https://github.com/tensorflow/datasets
PyPi (📥 1.7M / month · 📦 330 · ⏱️ 05.06.2024):
pip install tensorflow-datasets
Conda (📥 35K · ⏱️ 16.06.2023):
conda install -c conda-forge tensorflow-datasets
GitHub (👨💻 190 · 🔀 700 · 📦 1.6K · 📋 1.1K - 22% open · ⏱️ 09.10.2024):
git clone https://github.com/tensorflow/tfx
PyPi (📥 37K / month · 📦 17 · ⏱️ 13.05.2024):
pip install tfx
GitHub (👨💻 110 · 🔀 1.7K · 📋 710 - 1% open · ⏱️ 09.10.2024):
git clone https://github.com/tensorflow/hub
PyPi (📥 1.9M / month · 📦 300 · ⏱️ 30.01.2024):
pip install tensorflow-hub
Conda (📥 110K · ⏱️ 07.05.2024):
conda install -c conda-forge tensorflow-hub
GitHub (👨💻 210 · 🔀 610 · 📋 990 - 9% open · ⏱️ 15.04.2024):
git clone https://github.com/tensorflow/addons
PyPi (📥 1.2M / month · 📦 360 · ⏱️ 28.11.2023):
pip install tensorflow-addons
GitHub (👨💻 110 · 🔀 280 · 📋 660 - 43% open · ⏱️ 01.07.2024):
git clone https://github.com/tensorflow/io
PyPi (📥 1.4M / month · 📦 61 · ⏱️ 01.07.2024):
pip install tensorflow-io
GitHub (👨💻 86 · 🔀 320 · 📋 390 - 57% open · ⏱️ 25.09.2024):
git clone https://github.com/tensorflow/model-optimization
PyPi (📥 900K / month · 📦 45 · ⏱️ 08.02.2024):
pip install tensorflow-model-optimization
GitHub (👨💻 29 · 🔀 210 · 📋 220 - 20% open · ⏱️ 10.09.2024):
git clone https://github.com/tensorflow/transform
PyPi (📥 510K / month · 📦 18 · ⏱️ 24.04.2024):
pip install tensorflow-transform
GitHub (👨💻 38 · 🔀 190 · 📦 480 · 📋 69 - 1% open · ⏱️ 18.06.2024):
git clone https://github.com/tensorflow/neural-structured-learning
PyPi (📥 7.7K / month · 📦 3 · ⏱️ 29.07.2022):
pip install neural-structured-learning
GitHub (👨💻 18 · 🔀 190 · 📦 110 · 📋 39 - 30% open · ⏱️ 20.03.2024):
git clone https://github.com/PAIR-code/saliency
PyPi (📥 89K / month · 📦 8 · ⏱️ 20.03.2024):
pip install saliency
GitHub (👨💻 21 · 🔀 250 · 📋 100 - 10% open · ⏱️ 10.10.2024):
git clone https://github.com/tensorflow/compression
PyPi (📥 3.6K / month · 📦 2 · ⏱️ 02.02.2024):
pip install tensorflow-compression
GitHub (👨💻 27 · 🔀 85 · 📋 100 - 73% open · ⏱️ 25.02.2024):
git clone https://github.com/tensorflow/cloud
PyPi (📥 32K / month · 📦 7 · ⏱️ 17.06.2021):
pip install tensorflow-cloud
Libraries that extend Jax with additional capabilities.
GitHub (👨💻 55 · 🔀 140 · 📦 750 · 📋 450 - 34% open · ⏱️ 08.10.2024):
git clone https://github.com/patrick-kidger/equinox
PyPi (📥 230K / month · 📦 160 · ⏱️ 18.09.2024):
pip install equinox
GitHub (👨💻 14 · 🔀 85 · 📦 26 · 📋 33 - 48% open · ⏱️ 27.06.2024):
git clone https://github.com/google/evojax
PyPi (📥 1.8K / month · 📦 6 · ⏱️ 18.06.2024):
pip install evojax
Conda (📥 30K · ⏱️ 18.06.2024):
conda install -c conda-forge evojax
Libraries that extend scikit-learn with additional capabilities.
GitHub (👨💻 82 · 🔀 170 · 📦 12K · 📋 280 - 32% open · ⏱️ 10.10.2024):
git clone https://github.com/intel/scikit-learn-intelex
PyPi (📥 85K / month · 📦 55 · ⏱️ 17.09.2024):
pip install scikit-learn-intelex
Conda (📥 350K · ⏱️ 20.08.2024):
conda install -c conda-forge scikit-learn-intelex
GitHub (👨💻 85 · 🔀 1.3K · 📋 610 - 7% open · ⏱️ 06.10.2024):
git clone https://github.com/scikit-learn-contrib/imbalanced-learn
PyPi (📥 17M / month · 📦 450 · ⏱️ 04.10.2024):
pip install imbalanced-learn
Conda (📥 620K · ⏱️ 04.10.2024):
conda install -c conda-forge imbalanced-learn
GitHub (👨💻 110 · 🔀 860 · 📦 15K · 📋 490 - 30% open · ⏱️ 02.07.2024):
git clone https://github.com/rasbt/mlxtend
PyPi (📥 610K / month · 📦 180 · ⏱️ 05.01.2024):
pip install mlxtend
Conda (📥 320K · ⏱️ 05.01.2024):
conda install -c conda-forge mlxtend
GitHub (👨💻 70 · 🔀 390 · 📦 2.2K · 📋 290 - 15% open · ⏱️ 01.10.2024):
git clone https://github.com/scikit-learn-contrib/category_encoders
PyPi (📥 1.4M / month · 📦 280 · ⏱️ 01.10.2024):
pip install category_encoders
Conda (📥 280K · ⏱️ 02.10.2024):
conda install -c conda-forge category_encoders
GitHub (👨💻 67 · 🔀 120 · 📦 160 · 📋 320 - 9% open · ⏱️ 23.09.2024):
git clone https://github.com/koaning/scikit-lego
PyPi (📥 27K / month · 📦 11 · ⏱️ 10.07.2024):
pip install scikit-lego
Conda (📥 56K · ⏱️ 10.07.2024):
conda install -c conda-forge scikit-lego
GitHub (👨💻 24 · 🔀 990 · 📦 230 · 📋 180 - 37% open · ⏱️ 23.06.2024):
git clone https://github.com/guofei9987/scikit-opt
PyPi (📥 6.7K / month · 📦 15 · ⏱️ 14.01.2022):
pip install scikit-opt
GitHub (👨💻 7 · 🔀 75 · 📦 480 · 📋 27 - 11% open · ⏱️ 05.10.2024):
git clone https://github.com/trent-b/iterative-stratification
PyPi (📥 34K / month · 📦 15 · ⏱️ 05.10.2024):
pip install iterative-stratification
GitHub (👨💻 24 · 🔀 110 · ⏱️ 09.01.2024):
git clone https://github.com/amueller/dabl
PyPi (📥 5.5K / month · 📦 3 · ⏱️ 07.08.2024):
pip install dabl
GitHub (👨💻 6 · 🔀 54 · 📦 62 · 📋 22 - 18% open · ⏱️ 19.07.2024):
git clone https://github.com/scikit-tda/scikit-tda
PyPi (📥 1.2K / month · ⏱️ 19.07.2024):
pip install scikit-tda
GitHub (👨💻 17 · 🔀 100 · 📋 160 - 11% open · ⏱️ 15.04.2024):
git clone https://github.com/scikit-learn-contrib/DESlib
PyPi (📥 1.3K / month · 📦 3 · ⏱️ 12.04.2024):
pip install deslib
Libraries that extend Pytorch with additional capabilities.
GitHub (👨💻 300 · 🔀 940 · 📦 53K · 📋 1.6K - 7% open · ⏱️ 09.10.2024):
git clone https://github.com/huggingface/accelerate
PyPi (📥 7.7M / month · 📦 1.5K · ⏱️ 07.10.2024):
pip install accelerate
Conda (📥 220K · ⏱️ 08.10.2024):
conda install -c conda-forge accelerate
GitHub (👨💻 42 · 🔀 660 · 📦 1.9K · 📋 510 - 12% open · ⏱️ 11.09.2024):
git clone https://github.com/KevinMusgrave/pytorch-metric-learning
PyPi (📥 710K / month · 📦 50 · ⏱️ 25.07.2024):
pip install pytorch-metric-learning
Conda (📥 12K · ⏱️ 16.06.2023):
conda install -c metric-learning pytorch-metric-learning
GitHub (👨💻 340 · 🔀 2.9K · 📦 110 · 📋 750 - 15% open · ⏱️ 10.10.2024):
git clone https://github.com/geohot/tinygrad
GitHub (👨💻 21 · 🔀 910 · 📦 3.9K · 📋 220 - 33% open · ⏱️ 19.10.2023):
git clone https://github.com/rtqichen/torchdiffeq
PyPi (📥 840K / month · 📦 100 · ⏱️ 29.05.2024):
pip install torchdiffeq
Conda (📥 18K · ⏱️ 16.06.2023):
conda install -c conda-forge torchdiffeq
GitHub (👨💻 87 · 🔀 210 · 📦 300 · 📋 520 - 4% open · ⏱️ 08.10.2023):
git clone https://github.com/Lightning-AI/lightning-flash
PyPi (📥 2.7K / month · 📦 5 · ⏱️ 11.05.2022):
pip install lightning-flash
Conda (📥 22K · ⏱️ 04.07.2023):
conda install -c conda-forge lightning-flash
GitHub (👨💻 5 · 🔀 210 · 📦 260 · 📋 55 - 7% open · ⏱️ 13.06.2024):
git clone https://github.com/rwightman/gen-efficientnet-pytorch
PyPi (📥 160K / month · 📦 4 · ⏱️ 08.07.2021):
pip install geffnet
GitHub (👨💻 30 · 🔀 180 · 📋 390 - 7% open · ⏱️ 15.08.2024):
git clone https://github.com/rusty1s/pytorch_scatter
PyPi (📥 40K / month · 📦 150 · ⏱️ 06.10.2023):
pip install torch-scatter
Conda (📥 500K · ⏱️ 08.10.2024):
conda install -c conda-forge pytorch_scatter
GitHub (👨💻 45 · 🔀 150 · 📋 280 - 10% open · ⏱️ 15.08.2024):
git clone https://github.com/rusty1s/pytorch_sparse
PyPi (📥 28K / month · 📦 120 · ⏱️ 06.10.2023):
pip install torch-sparse
Conda (📥 470K · ⏱️ 08.10.2024):
conda install -c conda-forge pytorch_sparse
GitHub (👨💻 7 · 🔀 120 · 📥 44 · 📋 33 - 12% open · ⏱️ 01.10.2024):
git clone https://github.com/BloodAxe/pytorch-toolbelt
PyPi (📥 7.8K / month · 📦 7 · ⏱️ 27.06.2022):
pip install pytorch_toolbelt
model.summary()
in.. MIT
Libraries for connecting to, operating, and querying databases.
🔗 best-of-python - DB Clients ( ⭐ 3.6K) - Collection of database clients for python.
GitHub (👨💻 1.7K · 🔀 5.2K · 📥 420K · 📦 1.1M · 📋 11K - 16% open · ⏱️ 10.10.2024):
git clone https://github.com/scipy/scipy
PyPi (📥 140M / month · 📦 46K · ⏱️ 21.08.2024):
pip install scipy
Conda (📥 53M · ⏱️ 09.09.2024):
conda install -c conda-forge scipy
GitHub (👨💻 1.3K · 🔀 4.4K · 📥 550K · 📦 180K · 📋 14K - 36% open · ⏱️ 09.10.2024):
git clone https://github.com/sympy/sympy
PyPi (📥 30M / month · 📦 3.5K · ⏱️ 18.09.2024):
pip install sympy
conda install -c conda-forge sympy
GitHub (👨💻 240 · 🔀 3K · 📦 540K · 📋 4.6K - 20% open · ⏱️ 10.10.2024):
git clone https://github.com/streamlit/streamlit
PyPi (📥 7.2M / month · 📦 2.7K · ⏱️ 01.10.2024):
pip install streamlit
GitHub (👨💻 410 · 🔀 2.5K · 📦 43K · 📋 4.8K - 11% open · ⏱️ 10.10.2024):
git clone https://github.com/gradio-app/gradio
PyPi (📥 6.4M / month · 📦 800 · ⏱️ 09.10.2024):
pip install gradio
GitHub (👨💻 59 · 🔀 910 · 📦 9.7K · 📋 420 - 42% open · ⏱️ 07.10.2024):
git clone https://github.com/HIPS/autograd
PyPi (📥 2.6M / month · 📦 280 · ⏱️ 22.08.2024):
pip install autograd
Conda (📥 480K · ⏱️ 26.08.2024):
conda install -c conda-forge autograd
GitHub (👨💻 180 · 🔀 590 · 📥 95 · 📦 1.1K · 📋 1.4K - 22% open · ⏱️ 10.10.2024):
git clone https://github.com/PennyLaneAI/PennyLane
PyPi (📥 72K / month · 📦 120 · ⏱️ 12.09.2024):
pip install pennylane
Conda (📥 150K · ⏱️ 09.07.2024):
conda install -c conda-forge pennylane
GitHub (👨💻 80 · 🔀 680 · 📥 68 · 📦 1.3K · 📋 1.9K - 32% open · ⏱️ 07.10.2024):
git clone https://github.com/simonw/datasette
PyPi (📥 61K / month · 📦 410 · ⏱️ 07.10.2024):
pip install datasette
Conda (📥 45K · ⏱️ 08.10.2024):
conda install -c conda-forge datasette
GitHub (👨💻 60 · 🔀 1.4K · 📦 4.3K · 📋 370 - 60% open · ⏱️ 05.09.2024):
git clone https://github.com/yzhao062/pyod
PyPi (📥 660K / month · 📦 110 · ⏱️ 06.09.2024):
pip install pyod
Conda (📥 120K · ⏱️ 06.09.2024):
conda install -c conda-forge pyod
GitHub (👨💻 250 · 🔀 1.7K · 📦 440 · 📋 1.9K - 33% open · ⏱️ 07.10.2024):
git clone https://github.com/deepchem/deepchem
PyPi (📥 70K / month · 📦 13 · ⏱️ 07.10.2024):
pip install deepchem
Conda (📥 110K · ⏱️ 05.04.2024):
conda install -c conda-forge deepchem
GitHub (👨💻 190 · 🔀 3.6K · 📦 810 · 📋 5.6K - 19% open · ⏱️ 08.10.2024):
git clone https://github.com/carla-simulator/carla
PyPi (📥 19K / month · 📦 11 · ⏱️ 14.11.2023):
pip install carla
GitHub (👨💻 69 · 🔀 290 · 📦 770 · 📋 270 - 21% open · ⏱️ 28.09.2024):
git clone https://github.com/tensorly/tensorly
PyPi (📥 110K / month · 📦 92 · ⏱️ 08.03.2023):
pip install tensorly
Conda (📥 370K · ⏱️ 10.06.2024):
conda install -c conda-forge tensorly
GitHub (👨💻 92 · 🔀 500 · 📦 4.1K · 📋 530 - 67% open · ⏱️ 08.10.2024):
git clone https://github.com/scikit-learn-contrib/hdbscan
PyPi (📥 620K / month · 📦 330 · ⏱️ 08.10.2024):
pip install hdbscan
Conda (📥 2.2M · ⏱️ 08.10.2024):
conda install -c conda-forge hdbscan
GitHub (👨💻 73 · 🔀 190 · 📦 2.7K · 📋 870 - 15% open · ⏱️ 23.09.2024):
git clone https://github.com/serge-sans-paille/pythran
PyPi (📥 200K / month · 📦 19 · ⏱️ 28.05.2024):
pip install pythran
Conda (📥 720K · ⏱️ 03.09.2024):
conda install -c conda-forge pythran
GitHub (👨💻 53 · 🔀 160 · 📦 3.8K · 📋 650 - 0% open · ⏱️ 30.07.2024):
git clone https://github.com/wireservice/agate
PyPi (📥 11M / month · 📦 49 · ⏱️ 30.07.2024):
pip install agate
Conda (📥 240K · ⏱️ 30.07.2024):
conda install -c conda-forge agate
GitHub (👨💻 120 · 🔀 540 · 📦 570 · 📋 610 - 18% open · ⏱️ 03.10.2024):
git clone https://github.com/online-ml/river
PyPi (📥 78K / month · 📦 56 · ⏱️ 09.07.2024):
pip install river
Conda (📥 81K · ⏱️ 06.10.2023):
conda install -c conda-forge river
GitHub (👨💻 96 · 🔀 240 · 📦 2K · 📋 350 - 20% open · ⏱️ 09.10.2024):
git clone https://github.com/inducer/pyopencl
PyPi (📥 82K / month · 📦 170 · ⏱️ 25.06.2024):
pip install pyopencl
Conda (📥 1.3M · ⏱️ 26.06.2024):
conda install -c conda-forge pyopencl
GitHub (👨💻 70 · 🔀 2.1K · 📥 800 · 📦 1.7K · 📋 1.3K - 44% open · ⏱️ 07.08.2024):
git clone https://github.com/PaddlePaddle/PaddleHub
PyPi (📥 5.2K / month · 📦 7 · ⏱️ 20.09.2023):
pip install paddlehub
GitHub (👨💻 110 · 🔀 170 · 📦 720 · 📋 560 - 19% open · ⏱️ 08.10.2024):
git clone https://github.com/pyjanitor-devs/pyjanitor
PyPi (📥 89K / month · 📦 32 · ⏱️ 28.09.2024):
pip install pyjanitor
Conda (📥 210K · ⏱️ 28.09.2024):
conda install -c conda-forge pyjanitor
GitHub (👨💻 57 · 🔀 110 · 📦 420 · 📋 3.9K - 13% open · ⏱️ 30.09.2024):
git clone https://github.com/datalad/datalad
PyPi (📥 46K / month · 📦 95 · ⏱️ 08.08.2024):
pip install datalad
Conda (📥 630K · ⏱️ 08.08.2024):
conda install -c conda-forge datalad
GitHub (👨💻 64 · 🔀 770 · 📦 220 · 📋 400 - 13% open · ⏱️ 07.10.2024):
git clone https://github.com/uber/causalml
PyPi (📥 51K / month · 📦 2 · ⏱️ 01.10.2024):
pip install causalml
GitHub (👨💻 81 · 🔀 660 · 📥 14K · 📦 98 · 📋 920 - 15% open · ⏱️ 09.10.2024):
git clone https://github.com/openvinotoolkit/anomalib
PyPi (📥 59K / month · 📦 5 · ⏱️ 12.08.2024):
pip install anomalib
GitHub (👨💻 36 · 🔀 120 · 📦 16 · 📋 960 - 11% open · ⏱️ 10.10.2024):
git clone https://github.com/dstackai/dstack
PyPi (📥 9.7K / month · ⏱️ 09.10.2024):
pip install dstack
GitHub (👨💻 16 · 🔀 180 · 📦 610 · 📋 140 - 6% open · ⏱️ 07.09.2024):
git clone https://github.com/MaxHalford/prince
PyPi (📥 200K / month · 📦 18 · ⏱️ 07.09.2024):
pip install prince
Conda (📥 21K · ⏱️ 16.06.2023):
conda install -c conda-forge prince-factor-analysis
GitHub (👨💻 51 · 🔀 590 · 📦 180 · 📋 320 - 6% open · ⏱️ 23.09.2024):
git clone https://github.com/tableau/TabPy
PyPi (📥 7.2K / month · 📦 2 · ⏱️ 23.09.2024):
pip install tabpy
Conda (📥 4.6K · ⏱️ 16.06.2023):
conda install -c anaconda tabpy-client
GitHub (👨💻 22 · 🔀 420 · 📦 2.8K · 📋 160 - 10% open · ⏱️ 17.01.2024):
git clone https://github.com/nicodv/kmodes
PyPi (📥 280K / month · 📦 38 · ⏱️ 06.09.2022):
pip install kmodes
Conda (📥 50K · ⏱️ 16.06.2023):
conda install -c conda-forge kmodes
GitHub (👨💻 13 · 🔀 340 · 📦 110 · 📋 380 - 10% open · ⏱️ 22.08.2024):
git clone https://github.com/Adapter-Hub/adapter-transformers
PyPi (📥 24K / month · 📦 12 · ⏱️ 07.07.2024):
pip install adapter-transformers
GitHub (👨💻 26 · 🔀 250 · 📥 600 · 📦 740 · 📋 670 - 11% open · ⏱️ 08.02.2024):
git clone https://github.com/annoviko/pyclustering
PyPi (📥 28K / month · 📦 32 · ⏱️ 25.11.2020):
pip install pyclustering
Conda (📥 90K · ⏱️ 16.11.2023):
conda install -c conda-forge pyclustering
GitHub (👨💻 80 · 🔀 810 · 📦 180 · 📋 250 - 49% open · ⏱️ 10.09.2024):
git clone https://github.com/google/trax
PyPi (📥 6K / month · 📦 1 · ⏱️ 26.10.2021):
pip install trax
GitHub (👨💻 49 · 🔀 310 · ⏱️ 31.08.2024):
git clone https://github.com/solegalli/feature_engine
PyPi (📥 180K / month · 📦 160 · ⏱️ 31.08.2024):
pip install feature_engine
Conda (📥 58K · ⏱️ 01.09.2024):
conda install -c conda-forge feature_engine
GitHub (👨💻 80 · 🔀 290 · 📥 35 · 📦 110 · 📋 810 - 11% open · ⏱️ 03.06.2024):
git clone https://github.com/ContinualAI/avalanche
PyPi (📥 2.2K / month · 📦 3 · ⏱️ 27.02.2024):
pip install avalanche-lib
GitHub (👨💻 37 · 🔀 300 · 📦 140 · 📋 78 - 30% open · ⏱️ 09.10.2024):
git clone https://github.com/facebookresearch/AugLy
PyPi (📥 3K / month · 📦 4 · ⏱️ 05.12.2023):
pip install augly
GitHub (👨💻 23 · 🔀 230 · 📦 410 · 📋 170 - 30% open · ⏱️ 03.08.2024):
git clone https://github.com/scikit-learn-contrib/metric-learn
PyPi (📥 5.2K / month · 📦 7 · ⏱️ 09.10.2023):
pip install metric-learn
Conda (📥 13K · ⏱️ 09.10.2023):
conda install -c conda-forge metric-learn
GitHub (👨💻 53 · 🔀 320 · 📋 1.2K - 17% open · ⏱️ 02.11.2023):
git clone https://github.com/mars-project/mars
PyPi (📥 25K / month · 📦 2 · ⏱️ 12.06.2022):
pip install pymars
GitHub (👨💻 18 · 🔀 120 · 📦 290 · 📋 59 - 35% open · ⏱️ 01.08.2024):
git clone https://github.com/rasbt/biopandas
PyPi (📥 12K / month · 📦 38 · ⏱️ 01.08.2024):
pip install biopandas
Conda (📥 160K · ⏱️ 02.08.2024):
conda install -c conda-forge biopandas
GitHub (👨💻 61 · 🔀 190 · 📥 95K · 📋 530 - 24% open · ⏱️ 27.09.2024):
git clone https://github.com/Project-MONAI/MONAILabel
PyPi (📥 2.4K / month · ⏱️ 01.10.2023):
pip install monailabel-weekly
GitHub (👨💻 31 · 🔀 290 · 📋 160 - 38% open · ⏱️ 04.01.2024):
git clone https://github.com/astroML/astroML
PyPi (📥 2.3K / month · 📦 16 · ⏱️ 01.03.2022):
pip install astroML
Conda (📥 48K · ⏱️ 16.06.2023):
conda install -c conda-forge astroml
GitHub (👨💻 25 · 🔀 64 · 📦 4 · 📋 120 - 8% open · ⏱️ 24.09.2024):
git clone https://github.com/pykale/pykale
PyPi (📥 530 / month · ⏱️ 12.04.2022):
pip install pykale
GitHub (👨💻 3 · 🔀 49 · 📦 530 · 📋 15 - 80% open · ⏱️ 08.02.2024):
git clone https://github.com/yzhao062/SUOD
PyPi (📥 9.4K / month · 📦 8 · ⏱️ 08.02.2024):
pip install suod
GitHub (👨💻 18 · 🔀 160 · 📦 33 · 📋 65 - 36% open · ⏱️ 17.07.2024):
git clone https://github.com/clementchadebec/benchmark_VAE
PyPi (📥 2.2K / month · ⏱️ 06.09.2023):
pip install pythae
GitHub (👨💻 18 · 🔀 84 · 📦 13 · 📋 42 - 35% open · ⏱️ 16.07.2024):
git clone https://github.com/infer-actively/pymdp
PyPi (📥 770 / month · ⏱️ 08.12.2022):
pip install inferactively-pymdp
GitHub (👨💻 10 · 🔀 44 · 📋 71 - 8% open · ⏱️ 20.09.2024):
git clone https://github.com/facebookresearch/NeuralCompression
PyPi (📥 320 / month · ⏱️ 03.10.2023):
pip install neuralcompression
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