best-of-ml-python

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Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

• transformers (🥇50 · ⭐ 74K · 📈) - Transformers: State-of-the-art Machine Learning for.. Apache-2
• dask.distributed (🥇41 · ⭐ 1.4K · 📈) - A distributed task scheduler for Dask. BSD-3
• CuPy (🥇38 · ⭐ 6.5K · 📈) - NumPy & SciPy for GPU. MIT
• Rasterio (🥇38 · ⭐ 1.8K · 📈) - Rasterio reads and writes geospatial raster datasets. BSD-3
• dgl (🥇37 · ⭐ 11K · 📈) - Python package built to ease deep learning on graph, on top of.. Apache-2
• geopy (🥈36 · ⭐ 3.8K · 📈) - Geocoding library for Python. MIT
• DeepSpeech (🥇35 · ⭐ 21K · 💤) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0
• bt (🥉26 · ⭐ 1.5K · 📈) - bt - flexible backtesting for Python. MIT
• Vulkan Kompute (🥉20 · ⭐ 1K · 📈) - General purpose GPU compute framework built on Vulkan to.. Apache-2
• model-card-toolkit (🥉19 · ⭐ 320 · 📈) - a tool that leverages rich metadata and lineage.. Apache-2

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Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

• Matplotlib (🥇49 · ⭐ 16K · 📉) - matplotlib: plotting with Python. Python-2.0
• MXNet (🥈37 · ⭐ 20K · 📉) - Lightweight, Portable, Flexible Distributed/Mobile Deep.. Apache-2
• horovod (🥇37 · ⭐ 13K · 📉) - Distributed training framework for TensorFlow, Keras, PyTorch,.. Apache-2
• ParlAI (🥈34 · ⭐ 9.5K · 📉) - A framework for training and evaluating AI models on a variety of.. MIT
• Wand (🥈34 · ⭐ 1.2K · 📉) - The ctypes-based simple ImageMagick binding for Python. MIT
• Netron (🥇33 · ⭐ 21K · 📉) - Visualizer for neural network, deep learning, and machine.. MIT
• auto-sklearn (🥇33 · ⭐ 6.6K · 📉) - Automated Machine Learning with scikit-learn. BSD-3
• Bayesian Optimization (🥇33 · ⭐ 6.4K · 📉) - A Python implementation of global optimization with.. MIT
• Ignite (🥉30 · ⭐ 4.1K · 📉) - High-level library to help with training and evaluating neural.. BSD-3
• Feature Engine (🥉22 · ⭐ 1.1K · 📉) - Feature engineering package with sklearn like functionality. BSD-3

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Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

• SymPy (🥇47 · ⭐ 9.8K · 📈) - A computer algebra system written in pure Python. BSD-3
• pytorch-lightning (🥈41 · ⭐ 21K · 📈) - Build and train PyTorch models and connect them to.. Apache-2
• TF-Agents (🥇34 · ⭐ 2.4K · 📈) - TF-Agents: A reliable, scalable and easy to use.. Apache-2
• Ignite (🥉33 · ⭐ 4.1K · 📈) - High-level library to help with training and evaluating neural.. BSD-3
• TensorFlow Text (🥈33 · ⭐ 1K · 📈) - Making text a first-class citizen in TensorFlow. Apache-2
• DeepPavlov (🥈32 · ⭐ 5.9K · 📈) - An open source library for deep learning end-to-end.. Apache-2
• mahotas (🥈29 · ⭐ 780 · 📈) - Computer Vision in Python. MIT
• tinygrad (🥈26 · ⭐ 8.7K · 📈) - You like pytorch? You like micrograd? You love tinygrad!. MIT
• prettymaps (🥉23 · ⭐ 8.9K · 📈) - A small set of Python functions to draw pretty maps from.. ❗️AGPL-3.0
• ivis (🥉19 · ⭐ 280 · 📈) - Dimensionality reduction in very large datasets using Siamese.. Apache-2

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Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

• Plotly (🥇41 · ⭐ 12K · 📉) - The interactive graphing library for Python (includes Plotly Express). MIT
• GeoPandas (🥈36 · ⭐ 3.4K · 📉) - Python tools for geographic data. BSD-3
• Tensorflow (🥈35 · ⭐ 170K · 📉) - An Open Source Machine Learning Framework for Everyone. Apache-2
• sentencepiece (🥈35 · ⭐ 6.3K · 📉) - Unsupervised text tokenizer for Neural Network-based.. Apache-2
• PyVista (🥈34 · ⭐ 1.5K · 📉) - 3D plotting and mesh analysis through a streamlined interface.. MIT
• tensor2tensor (🥈33 · ⭐ 13K · 📉) - Library of deep learning models and datasets designed.. Apache-2
• Annoy (🥈33 · ⭐ 10K · 📉) - Approximate Nearest Neighbors in C++/Python optimized for memory.. Apache-2
• DEAP (🥈32 · ⭐ 4.9K · 📉) - Distributed Evolutionary Algorithms in Python. ❗️LGPL-3.0
• GPyTorch (🥈32 · ⭐ 2.9K · 📉) - A highly efficient and modular implementation of Gaussian.. MIT
• CuPy (🥈25 · ⭐ 6.4K · 📉) - NumPy & SciPy for GPU. MIT

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Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

• Tensorflow (🥇55 · ⭐ 170K · 📈) - An Open Source Machine Learning Framework for Everyone. Apache-2
• PyTorch (🥇50 · ⭐ 60K · 📈) - Tensors and Dynamic neural networks in Python with strong GPU.. BSD-3
• networkx (🥇44 · ⭐ 12K · 📈) - Network Analysis in Python. BSD-3
• StatsModels (🥇44 · ⭐ 7.9K · 📈) - Statsmodels: statistical modeling and econometrics in Python. BSD-3
• DVC (🥇40 · ⭐ 11K · 📈) - Data Version Control | Git for Data & Models | ML Experiments.. Apache-2
• Catboost (🥈39 · ⭐ 6.8K · 📈) - A fast, scalable, high performance Gradient Boosting on.. Apache-2
• Altair (🥈38 · ⭐ 7.8K · 📈) - Declarative statistical visualization library for Python. BSD-3
• CuPy (🥇38 · ⭐ 6.4K · 📈) - NumPy & SciPy for GPU. MIT
• yfinance (🥇37 · ⭐ 7.9K · 📈) - Download market data from Yahoo! Finances API. Apache-2
• Feature Engine (🥉24 · ⭐ 1.1K · 📈) - Feature engineering package with sklearn like functionality. BSD-3

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Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

• fairseq (🥇38 · ⭐ 20K · 📉) - Facebook AI Research Sequence-to-Sequence Toolkit written in.. MIT
• flair (🥇38 · ⭐ 12K · 📉) - A very simple framework for state-of-the-art Natural Language.. MIT
• GeoPandas (🥇37 · ⭐ 3.4K · 📉) - Python tools for geographic data. BSD-3
• spark-nlp (🥇37 · ⭐ 3K · 📉) - State of the Art Natural Language Processing. Apache-2
• MNE (🥇37 · ⭐ 2.1K · 📉) - MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in.. BSD-3
• Neptune.ai (🥈29 · ⭐ 340 · 📉) - Experiment tracking tool and model registry. Apache-2
• mpld3 (🥉27 · ⭐ 2.2K · 📉) - D3 Renderings of Matplotlib Graphics. BSD-3
• Neuraxle (🥉21 · ⭐ 550 · 📉) - The worlds cleanest AutoML library - Do hyperparameter tuning.. Apache-2
• NeoML (🥉20 · ⭐ 700 · 📉) - Machine learning framework for both deep learning and traditional.. Apache-2
• scikit-posthocs (🥉20 · ⭐ 260 · 📉) - Multiple Pairwise Comparisons (Post Hoc) Tests in.. MIT

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Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

• Plotly (🥇42 · ⭐ 12K · 📈) - The interactive graphing library for Python (includes Plotly Express). MIT
• PyMC3 (🥇40 · ⭐ 7.1K · 📈) - Probabilistic Programming in Python: Bayesian Modeling and.. Apache-2
• Rasa (🥇39 · ⭐ 15K · 📈) - Open source machine learning framework to automate text- and.. Apache-2
• glfw (🥈36 · ⭐ 9.7K · 📈) - A multi-platform library for OpenGL, OpenGL ES, Vulkan, window and.. ❗️Zlib
• tensor2tensor (🥈34 · ⭐ 13K · 📈) - Library of deep learning models and datasets designed.. Apache-2
• Bayesian Optimization (🥇34 · ⭐ 6.4K · 📈) - A Python implementation of global optimization with.. MIT
• NeuralProphet (🥇33 · ⭐ 2.6K · 📈) - NeuralProphet: A simple forecasting package. MIT
• TF Ranking (🥈29 · ⭐ 2.6K · 📈) - Learning to Rank in TensorFlow. Apache-2
• Image Deduplicator (🥉25 · ⭐ 4.2K · 📈) - Finding duplicate images made easy!. Apache-2
• Pytorch Toolbelt (🥈24 · ⭐ 1.3K · 📈) - PyTorch extensions for fast R&D prototyping and.. MIT

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Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

• pyproj (🥈36 · ⭐ 810 · 📉) - Python interface to PROJ (cartographic projections and coordinate.. MIT
• Flax (🥈35 · ⭐ 3.7K · 📉) - Flax is a neural network library for JAX that is designed for.. Apache-2
• PyVista (🥈34 · ⭐ 1.5K · 📉) - 3D plotting and mesh analysis through a streamlined interface.. MIT
• Metaflow (🥈32 · ⭐ 6.1K · 📉) - Build and manage real-life data science projects with ease!. Apache-2
• haystack (🥈31 · ⭐ 5.9K · 📉) - Haystack is an open source NLP framework that leverages pre-.. Apache-2
• VisualDL (🥈31 · ⭐ 4.5K · 📉) - Deep Learning Visualization Toolkit. Apache-2
• TF-Agents (🥇31 · ⭐ 2.4K · 📉) - TF-Agents: A reliable, scalable and easy to use.. Apache-2
• Ignite (🥉30 · ⭐ 4.1K · 📉) - High-level library to help with training and evaluating neural.. BSD-3
• Feature Engine (🥉21 · ⭐ 1.1K · 📉) - Feature engineering package with sklearn like functionality. BSD-3
• kglib (🥉17 · ⭐ 520 · 📉) - TypeDB-ML is the Machine Learning integrations library for TypeDB. Apache-2

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Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

• Streamlit (🥇41 · ⭐ 21K · 📈) - Streamlit The fastest way to build data apps in Python. Apache-2
• pytorch-lightning (🥈40 · ⭐ 20K · 📈) - Build and train PyTorch models and connect them to.. Apache-2
• fairseq (🥇39 · ⭐ 19K · 📈) - Facebook AI Research Sequence-to-Sequence Toolkit written in.. MIT
• GeoPandas (🥇38 · ⭐ 3.4K · 📈) - Python tools for geographic data. BSD-3
• pyproj (🥈37 · ⭐ 800 · 📈) - Python interface to PROJ (cartographic projections and coordinate.. MIT
• tensorflow-hub (🥈35 · ⭐ 3.2K · 📈) - A library for transfer learning by reusing parts of.. Apache-2
• Pyro (🥇34 · ⭐ 7.6K · 📈) - Deep universal probabilistic programming with Python and PyTorch. Apache-2
• Fiona (🥈34 · ⭐ 960 · 💤) - Fiona reads and writes geographic data files. BSD-3
• Metaflow (🥈33 · ⭐ 6.1K · 📈) - Build and manage real-life data science projects with ease!. Apache-2
• polyglot (🥈27 · ⭐ 2.1K · 💀) - Multilingual text (NLP) processing toolkit. ❗️GPL-3.0

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

• PyTorch (🥇49 · ⭐ 60K · 📉) - Tensors and Dynamic neural networks in Python with strong GPU.. BSD-3
• Plotly (🥇41 · ⭐ 12K · 📉) - The interactive graphing library for Python (includes Plotly Express). MIT
• PyMC3 (🥇39 · ⭐ 7.1K · 📉) - Probabilistic Programming in Python: Bayesian Modeling and.. Apache-2
• Shapely (🥈37 · ⭐ 3K · 📉) - Manipulation and analysis of geometric objects. BSD-3
• PyCaret (🥈36 · ⭐ 6.4K · 📉) - An open-source, low-code machine learning library in Python. MIT
• Tensorflow (🥈35 · ⭐ 170K · 📉) - An Open Source Machine Learning Framework for Everyone. Apache-2
• DeepChem (🥇33 · ⭐ 3.9K · 📉) - Democratizing Deep-Learning for Drug Discovery, Quantum.. MIT
• Spektral (🥈26 · ⭐ 2.2K · 📉) - Graph Neural Networks with Keras and Tensorflow 2. MIT
• CuPy (🥈25 · ⭐ 6.4K · 📉) - NumPy & SciPy for GPU. MIT
• DeepSpeech (🥉23 · ⭐ 20K · 📉) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0

📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

• Tensorflow (🥇55 · ⭐ 170K · 📈) - An Open Source Machine Learning Framework for Everyone. Apache-2
• folium (🥇38 · ⭐ 5.9K · 📈) - Python Data. Leaflet.js Maps. MIT
• spark-nlp (🥇38 · ⭐ 3K · 📈) - State of the Art Natural Language Processing. Apache-2
• DeepSpeech (🥇35 · ⭐ 20K · 💤) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0
• patsy (🥈31 · ⭐ 860 · 📈) - Describing statistical models in Python using symbolic formulas. BSD-2
• ftfy (🥈29 · ⭐ 3.3K · 💤) - Fixes mojibake and other glitches in Unicode text, after the fact. MIT
• python-soundfile (🥈29 · ⭐ 480 · 📈) - SoundFile is an audio library based on libsndfile, CFFI,.. BSD-3
• PyFlux (🥉25 · ⭐ 2K · 💀) - Open source time series library for Python. BSD-3
• scikit-opt (🥉24 · ⭐ 3.6K · 📈) - Genetic Algorithm, Particle Swarm Optimization, Simulated.. MIT
• tsflex (🥉18 · ⭐ 180 · 📈) - Flexible time series feature extraction & processing. MIT

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

• pytorch-lightning (🥈39 · ⭐ 20K · 📉) - Build and train PyTorch models and connect them to.. Apache-2
• Rasa (🥇38 · ⭐ 15K · 📉) - Open source machine learning framework to automate text- and.. Apache-2
• yfinance (🥇36 · ⭐ 7.8K · 📉) - Download market data from Yahoo! Finances API. Apache-2
• pyproj (🥈36 · ⭐ 800 · 📉) - Python interface to PROJ (cartographic projections and coordinate.. MIT
• glfw (🥈35 · ⭐ 9.7K · 📉) - A multi-platform library for OpenGL, OpenGL ES, Vulkan, window and.. ❗️Zlib
• TF-Agents (🥇34 · ⭐ 2.4K · 📉) - TF-Agents: A reliable, scalable and easy to use.. Apache-2
• Gradio (🥇33 · ⭐ 10K · 📉) - Wrap UIs around any model, share with anyone. Apache-2
• Pyro (🥇33 · ⭐ 7.6K · 📉) - Deep universal probabilistic programming with Python and PyTorch. Apache-2
• pysc2 (🥈28 · ⭐ 7.6K · 📉) - StarCraft II Learning Environment. Apache-2
• model-card-toolkit (🥉16 · ⭐ 310 · 📉) - a tool that leverages rich metadata and lineage.. Apache-2

📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

• CuPy (🥇38 · ⭐ 6.4K · 📈) - NumPy & SciPy for GPU. MIT
• NNI (🥇36 · ⭐ 12K · 📈) - An open source AutoML toolkit for automate machine learning lifecycle,.. MIT
• Captum (🥈30 · ⭐ 3.5K · 📈) - Model interpretability and understanding for PyTorch. BSD-3
• CleverHans (🥈29 · ⭐ 5.6K · 💀) - An adversarial example library for constructing attacks,.. MIT
• RecBole (🥈28 · ⭐ 2.1K · 📈) - A unified, comprehensive and efficient recommendation library. MIT
• Explainability 360 (🥈27 · ⭐ 1.2K · 📈) - Interpretability and explainability of data and.. Apache-2
• AmpliGraph (🥈24 · ⭐ 1.8K · 💀) - Python library for Representation Learning on Knowledge.. Apache-2
• NeuralForecast (🥉22 · ⭐ 890 · 📈) - Scalable and user friendly neural forecasting algorithms.. Apache-2
• Dragonfly (🥉21 · ⭐ 700 · 📈) - An open source python library for scalable Bayesian optimisation. MIT
• spacy-dbpedia-spotlight (🥉16 · ⭐ 76 · 📈) - A spaCy wrapper for DBpedia Spotlight. MIT spacy

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

• Altair (🥈37 · ⭐ 7.8K · 📉) - Declarative statistical visualization library for Python. BSD-3
• Tensorflow (🥈35 · ⭐ 170K · 📉) - An Open Source Machine Learning Framework for Everyone. Apache-2
• einops (🥉31 · ⭐ 5.7K · 📉) - Deep learning operations reinvented (for pytorch, tensorflow, jax and.. MIT
• Foolbox (🥈28 · ⭐ 2.3K · 📉) - A Python toolbox to create adversarial examples that fool neural.. MIT
• ftfy (🥈27 · ⭐ 3.3K · 💤) - Fixes mojibake and other glitches in Unicode text, after the fact. MIT
• sahi (🥈27 · ⭐ 2K · 📉) - Platform agnostic sliced/tiled inference + interactive ui + error analysis.. MIT
• PyTextRank (🥈27 · ⭐ 1.9K · 📉) - Python implementation of TextRank algorithms (textgraphs) for.. MIT
• livelossplot (🥉26 · ⭐ 1.2K · 📉) - Live training loss plot in Jupyter Notebook for Keras,.. MIT
• PyFlux (🥉23 · ⭐ 2K · 💀) - Open source time series library for Python. BSD-3
• TimeSide (🥉20 · ⭐ 330 · 📉) - Scalable audio processing framework written in Python with a.. ❗️AGPL-3.0

📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

• scikit-learn (🥇52 · ⭐ 52K · 📈) - scikit-learn: machine learning in Python. BSD-3
• PaddleOCR (🥇38 · ⭐ 25K · 📈) - Awesome multilingual OCR toolkits based on PaddlePaddle.. Apache-2
• PyFlink (🥈37 · ⭐ 20K · 📈) - Apache Flink Python API. Apache-2
• PyQtGraph (🥈35 · ⭐ 3K · 📈) - Fast data visualization and GUI tools for scientific / engineering.. MIT
• Pythran (🥇33 · ⭐ 1.8K · 📈) - Ahead of Time compiler for numeric kernels. BSD-3
• cleanlab (🥈28 · ⭐ 4K · 📈) - The standard data-centric AI package for data quality and.. ❗️AGPL-3.0
• doctr (🥉28 · ⭐ 1.3K · 📈) - docTR (Document Text Recognition) - a seamless, high-.. Apache-2
• english-words (🥉27 · ⭐ 8.1K · 📈) - A text file containing 479k English words for all your.. Unlicense
• lazypredict (🥈24 · ⭐ 420 · 📈) - Lazy Predict help build a lot of basic models without much.. MIT
• NLP Architect (🥉21 · ⭐ 2.9K · 📈) - A model library for exploring state-of-the-art deep.. Apache-2

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

• Matplotlib (🥇49 · ⭐ 16K · 📉) - matplotlib: plotting with Python. Python-2.0
• jax (🥇43 · ⭐ 20K · 📉) - Composable transformations of Python+NumPy programs: differentiate,.. Apache-2
• NNI (🥇34 · ⭐ 12K · 📉) - An open source AutoML toolkit for automate machine learning lifecycle,.. MIT
• Kornia (🥈34 · ⭐ 7.1K · 📉) - Open Source Differentiable Computer Vision Library. Apache-2
• Captum (🥈28 · ⭐ 3.4K · 📉) - Model interpretability and understanding for PyTorch. BSD-3
• CleverHans (🥈27 · ⭐ 5.6K · 💤) - An adversarial example library for constructing attacks,.. MIT
• CuPy (🥈25 · ⭐ 6.3K · 📉) - NumPy & SciPy for GPU. MIT
• bt (🥉25 · ⭐ 1.5K · 📉) - bt - flexible backtesting for Python. MIT
• qdrant (🥉23 · ⭐ 2.6K · 📉) - Qdrant - Vector Search Engine for the next generation of AI.. Apache-2
• python-soundfile (🥉23 · ⭐ 480 · 📉) - SoundFile is an audio library based on libsndfile, CFFI,.. BSD-3

📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

• Tensorflow (🥇55 · ⭐ 170K · 📈) - An Open Source Machine Learning Framework for Everyone. Apache-2
• Matplotlib (🥇50 · ⭐ 16K · 📈) - matplotlib: plotting with Python. Python-2.0
• scikit-image (🥇44 · ⭐ 5K · 📈) - Image processing in Python. BSD-2
• PaddlePaddle (🥈42 · ⭐ 19K · 📈) - PArallel Distributed Deep LEarning: Machine Learning.. Apache-2
• torchvision (🥇42 · ⭐ 12K · 📈) - Datasets, Transforms and Models specific to Computer Vision. BSD-3
• CuPy (🥇38 · ⭐ 6.3K · 📈) - NumPy & SciPy for GPU. MIT
• MoviePy (🥇37 · ⭐ 9.6K · 📈) - Video editing with Python. MIT
• Dopamine (🥇30 · ⭐ 9.9K · 📈) - Dopamine is a research framework for fast prototyping of.. Apache-2
• pandas-ta (🥈30 · ⭐ 2.9K · 📈) - Technical Analysis Indicators - Pandas TA is an easy to use.. MIT
• ViZDoom (🥈28 · ⭐ 1.4K · 📈) - Doom-based AI Research Platform for Reinforcement Learning from Raw.. MIT

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

• dask.distributed (🥇40 · ⭐ 1.4K · 📉) - A distributed task scheduler for Dask. BSD-3
• flair (🥇39 · ⭐ 12K · 📉) - A very simple framework for state-of-the-art Natural Language.. MIT
• PyMC3 (🥇39 · ⭐ 7K · 📉) - Probabilistic Programming in Python: Bayesian Modeling and.. Apache-2
• MXNet (🥈38 · ⭐ 20K · 📉) - Lightweight, Portable, Flexible Distributed/Mobile Deep.. Apache-2
• AllenNLP (🥇37 · ⭐ 11K · 📉) - An open-source NLP research library, built on PyTorch. Apache-2
• sentence-transformers (🥇37 · ⭐ 8.5K · 📉) - Multilingual Sentence & Image Embeddings with BERT. Apache-2
• wandb client (🥇37 · ⭐ 4.8K · 📉) - A tool for visualizing and tracking your machine learning.. MIT
• MNE (🥇37 · ⭐ 2K · 📉) - MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in.. BSD-3
• PySyft (🥇35 · ⭐ 8.3K · 📉) - Data science on data without acquiring a copy. Apache-2
• Nilearn (🥈34 · ⭐ 890 · 📉) - Machine learning for NeuroImaging in Python. BSD-3

📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

• SymPy (🥇46 · ⭐ 9.6K · 📈) - A computer algebra system written in pure Python. BSD-3
• pytorch-lightning (🥈40 · ⭐ 20K · 📈) - Build and train PyTorch models and connect them to.. Apache-2
• PyMC3 (🥇40 · ⭐ 7K · 📈) - Probabilistic Programming in Python: Bayesian Modeling and.. Apache-2
• horovod (🥇38 · ⭐ 13K · 📈) - Distributed training framework for TensorFlow, Keras, PyTorch,.. Apache-2
• stanza (🥈35 · ⭐ 6.3K · 📈) - Official Stanford NLP Python Library for Many Human Languages. Apache-2
• OpenNMT (🥈33 · ⭐ 5.7K · 📈) - Open Source Neural Machine Translation in PyTorch. MIT
• cartopy (🥈33 · ⭐ 1.1K · 📈) - Cartopy - a cartographic python library with matplotlib support. ❗️LGPL-3.0
• DeepPavlov (🥈29 · ⭐ 5.8K · 📈) - An open source library for deep learning end-to-end.. Apache-2
• SKLL (🥉25 · ⭐ 530 · 📈) - SciKit-Learn Laboratory (SKLL) makes it easy to run.. ❗️BSD-1-Clause
• NGT (🥉23 · ⭐ 930 · 📈) - Nearest Neighbor Search with Neighborhood Graph and Tree for High-.. Apache-2

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

• nltk (🥇43 · ⭐ 11K · 📉) - Suite of libraries and programs for symbolic and statistical natural.. Apache-2
• scikit-image (🥇43 · ⭐ 5K · 📉) - Image processing in Python. BSD-2
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Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

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