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.

• Tensorflow (🥇54 · ⭐ 180K · 📈) - An Open Source Machine Learning Framework for Everyone. Apache-2
• transformers (🥇50 · ⭐ 120K · 📈) - Transformers: State-of-the-art Machine Learning for.. Apache-2
• scipy (🥇50 · ⭐ 12K · 📈) - Ecosystem of open-source software for mathematics, science, and.. BSD-3
• imbalanced-learn (🥇36 · ⭐ 6.6K · 📈) - A Python Package to Tackle the Curse of Imbalanced.. MIT
• mlpack (🥈33 · ⭐ 4.7K · 📈) - mlpack: a fast, header-only C++ machine learning library. BSD-3
• CNTK (🥉30 · ⭐ 17K · 💀) - Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit. MIT
• Neural Network Libraries (🥉30 · ⭐ 2.7K · 📈) - Neural Network Libraries. Apache-2
• efficientnet (🥉27 · ⭐ 2K · 💀) - Implementation of EfficientNet model. Keras and.. Apache-2
• scikit-rebate (🥉20 · ⭐ 390 · 💀) - A scikit-learn-compatible Python implementation of.. MIT
• launchpad (🥉20 · ⭐ 310 · 📈) - Launchpad is a library that simplifies writing.. 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.

• PySpark (🥈38 · ⭐ 38K · 📉) - Apache Spark Python API. Apache-2
• PyFlink (🥈33 · ⭐ 23K · 📉) - Apache Flink Python API. Apache-2
• InsightFace (🥈31 · ⭐ 20K · 📉) - State-of-the-art 2D and 3D Face Analysis Project. ❗Unlicensed
• torchtext (🥈29 · ⭐ 3.4K · 📉) - Models, data loaders and abstractions for language.. BSD-3
• TF-Agents (🥇29 · ⭐ 2.7K · 📉) - TF-Agents: A reliable, scalable and easy to use.. Apache-2
• UMAP (🥉28 · ⭐ 6.7K · 📉) - Uniform Manifold Approximation and Projection. BSD-3
• Tesseract (🥈28 · ⭐ 5.3K · 📉) - Python-tesseract is an optical character recognition (OCR).. Apache-2
• ftfy (🥈28 · ⭐ 3.6K · 📉) - Fixes mojibake and other glitches in Unicode text, after the fact. ❗Unlicensed
• DeepMatcher (🥉17 · ⭐ 520 · 💀) - Python package for performing Entity and Text Matching using.. BSD-3
• sklearn-evaluation (🥉10 · ⭐ 3 · 💤) - Machine learning model evaluation made easy: plots,.. MIT

📈 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.

• scipy (🥇48 · ⭐ 12K · 📈) - Ecosystem of open-source software for mathematics, science, and.. BSD-3
• torchvision (🥇42 · ⭐ 15K · 📈) - Datasets, Transforms and Models specific to Computer Vision. BSD-3
• glfw (🥈37 · ⭐ 12K · 📈) - A multi-platform library for OpenGL, OpenGL ES, Vulkan, window and input. ❗️Zlib
• UMAP (🥈33 · ⭐ 6.7K · 📈) - Uniform Manifold Approximation and Projection. BSD-3
• TF-Agents (🥇33 · ⭐ 2.7K · 📈) - TF-Agents: A reliable, scalable and easy to use.. Apache-2
• TensorLayer (🥈28 · ⭐ 7.3K · 💤) - Deep Learning and Reinforcement Learning Library for.. Apache-2
• EfficientNet-PyTorch (🥈27 · ⭐ 7.6K · 💀) - A PyTorch implementation of EfficientNet and.. Apache-2
• TNT (🥉26 · ⭐ 1.6K · 📈) - A lightweight library for PyTorch training tools and utilities. BSD-3
• ReAgent (🥉24 · ⭐ 3.5K · 📈) - A platform for Reasoning systems (Reinforcement Learning,.. BSD-3
• sklearn-evaluation (🥉17 · ⭐ 360 · 💤) - Machine learning model evaluation made easy: plots,.. 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.

• Keras (🥇45 · ⭐ 60K · 📉) - Deep Learning for humans. Apache-2
• Tensorflow (🥈35 · ⭐ 180K · 📉) - An Open Source Machine Learning Framework for Everyone. Apache-2
• transformers (🥈33 · ⭐ 120K · 📉) - Transformers: State-of-the-art Machine Learning for.. Apache-2
• Neural Network Libraries (🥉27 · ⭐ 2.7K · 📉) - Neural Network Libraries. Apache-2
• CNTK (🥉26 · ⭐ 17K · 💀) - Microsoft Cognitive Toolkit (CNTK), an open source deep-learning.. ❗Unlicensed
• CuPy (🥉26 · ⭐ 7.5K · 📉) - NumPy & SciPy for GPU. MIT
• GluonNLP (🥉26 · ⭐ 2.6K · 💀) - Toolkit that enables easy text preprocessing, datasets.. Apache-2
• DeepSpeech (🥉23 · ⭐ 24K · 📉) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0
• launchpad (🥉17 · ⭐ 310 · 📉) - Apache-2
• scikit-rebate (🥉16 · ⭐ 390 · 💀) - A scikit-learn-compatible Python implementation of.. MIT

📈 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.

• PySpark (🥇45 · ⭐ 38K · 📈) - Apache Spark Python API. Apache-2
• triton (🥇38 · ⭐ 9.5K · 📈) - Development repository for the Triton language and compiler. MIT
• CuPy (🥇38 · ⭐ 7.5K · 📈) - NumPy & SciPy for GPU. MIT
• geopy (🥈35 · ⭐ 4.2K · 📈) - Geocoding library for Python. MIT
• Tesseract (🥈33 · ⭐ 5.3K · 📈) - Python-tesseract is an optical character recognition (OCR).. Apache-2
• snowballstemmer (🥈32 · ⭐ 700 · 📈) - Snowball compiler and stemming algorithms. BSD-3
• Keras-Preprocessing (🥉29 · ⭐ 1K · 💀) - Utilities for working with image data, text data, and.. MIT
• whoosh (🥉25 · ⭐ 500 · 💀) - Pure-Python full-text search library. ❗️BSD-1-Clause
• sklearn-contrib-lightning (🥉22 · ⭐ 1.7K · 💀) - Large-scale linear classification, regression and.. BSD-3
• Skater (🥉14 · ⭐ 1.1K · 📈) - Python Library for Model Interpretation/Explanations. ❗️UPL-1.0

📉 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.

• agate (🥈31 · ⭐ 1.2K · 📉) - A Python data analysis library that is optimized for humans instead of.. MIT
• TF-Agents (🥇30 · ⭐ 2.7K · 📉) - TF-Agents: A reliable, scalable and easy to use.. Apache-2
• TFX (🥉29 · ⭐ 2K · 📉) - TFX is an end-to-end platform for deploying production ML pipelines. Apache-2
• UMAP (🥉28 · ⭐ 6.7K · 📉) - Uniform Manifold Approximation and Projection. BSD-3
• pyopencl (🥈28 · ⭐ 1K · 📉) - OpenCL integration for Python, plus shiny features. ❗Unlicensed
• TensorLayer (🥉23 · ⭐ 7.3K · 💤) - Deep Learning and Reinforcement Learning Library for.. ❗Unlicensed
• EfficientNet-PyTorch (🥉22 · ⭐ 7.6K · 💀) - A PyTorch implementation of EfficientNet and.. Apache-2
• ReAgent (🥉20 · ⭐ 3.5K · 📉) - A platform for Reasoning systems (Reinforcement Learning,.. BSD-3
• TNT (🥉20 · ⭐ 1.6K · 📉) - A lightweight library for PyTorch training tools and.. ❗Unlicensed
• gpt-2-simple (🥉19 · ⭐ 3.4K · 💀) - Python package to easily retrain OpenAIs GPT-2 text-.. ❗Unlicensed

📈 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.

• Streamlit (🥇40 · ⭐ 29K · 📈) - Streamlit A faster way to build and share data apps. Apache-2
• InsightFace (🥈35 · ⭐ 20K · 📈) - State-of-the-art 2D and 3D Face Analysis Project. MIT
• UMAP (🥈33 · ⭐ 6.7K · 📈) - Uniform Manifold Approximation and Projection. BSD-3
• ftfy (🥈32 · ⭐ 3.6K · 📈) - Fixes mojibake and other glitches in Unicode text, after the fact. Apache-2
• TensorLayer (🥈28 · ⭐ 7.3K · 💤) - Deep Learning and Reinforcement Learning Library for.. Apache-2
• EfficientNet-PyTorch (🥈27 · ⭐ 7.6K · 💀) - A PyTorch implementation of EfficientNet and.. Apache-2
• eli5 (🥈27 · ⭐ 2.7K · 💀) - A library for debugging/inspecting machine learning classifiers and.. MIT
• torch-scatter (🥈27 · ⭐ 1.4K · 📈) - PyTorch Extension Library of Optimized Scatter Operations. MIT
• scikit-rebate (🥉20 · ⭐ 390 · 💀) - A scikit-learn-compatible Python implementation of.. MIT
• Headliner (🥉14 · ⭐ 230 · 💀) - Easy training and deployment of seq2seq models. 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.

• scipy (🥇43 · ⭐ 12K · 📉) - Ecosystem of open-source software for mathematics, science, and.. BSD-3
• PySpark (🥈38 · ⭐ 38K · 📉) - Apache Spark Python API. Apache-2
• torchvision (🥇38 · ⭐ 15K · 📉) - Datasets, Transforms and Models specific to Computer Vision. BSD-3
• tensorflow-hub (🥈29 · ⭐ 3.4K · 📉) - A library for transfer learning by reusing parts of.. Apache-2
• Tesseract (🥈28 · ⭐ 5.3K · 📉) - Python-tesseract is an optical character recognition (OCR).. Apache-2
• CuPy (🥉26 · ⭐ 7.4K · 📉) - NumPy & SciPy for GPU. MIT
• snowballstemmer (🥉26 · ⭐ 700 · 📉) - Snowball compiler and stemming algorithms. BSD-3
• Keras-Preprocessing (🥉22 · ⭐ 1K · 💀) - Utilities for working with image data, text data, and.. ❗Unlicensed
• whoosh (🥉17 · ⭐ 490 · 💀) - Pure-Python full-text search library. ❗Unlicensed
• Skater (🥉5 · 📉) - Python Library for Model Agnostic Interpretation. ❗Unlicensed

📈 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.

• PySpark (🥇45 · ⭐ 37K · 📈) - Apache Spark Python API. Apache-2
• torchvision (🥇42 · ⭐ 15K · 📈) - Datasets, Transforms and Models specific to Computer Vision. BSD-3
• SageMaker SDK (🥇40 · ⭐ 2K · 📈) - A library for training and deploying machine learning.. Apache-2
• Theano (🥈38 · ⭐ 9.8K · 💤) - Theano was a Python library that allows you to define, optimize, and.. BSD-3
• PyQtGraph (🥈36 · ⭐ 3.5K · 📈) - Fast data visualization and GUI tools for scientific / engineering.. MIT
• Tesseract (🥈33 · ⭐ 5.3K · 📈) - Python-tesseract is an optical character recognition (OCR).. Apache-2
• mpld3 (🥈33 · ⭐ 2.3K · 📈) - D3 Renderings of Matplotlib Graphics. BSD-3
• Lasagne (🥉28 · ⭐ 3.8K · 💀) - Lightweight library to build and train neural networks in Theano. MIT
• dstack (🥉26 · ⭐ 890 · 📈) - dstack simplifies training, fine-tuning, and deploying generative.. MPL-2.0
• DeepMatcher (🥉22 · ⭐ 4.9K · 💀) - Python package for performing Entity and Text Matching using.. BSD-3

📉 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.

• Streamlit (🥇35 · ⭐ 29K · 📉) - Streamlit A faster way to build and share data apps. Apache-2
• torchaudio (🥈31 · ⭐ 2.3K · 📉) - Data manipulation and transformation for audio signal.. BSD-2
• geopy (🥉29 · ⭐ 4.2K · 📉) - Geocoding library for Python. MIT
• ftfy (🥈28 · ⭐ 3.6K · 📉) - Fixes mojibake and other glitches in Unicode text, after the fact. ❗Unlicensed
• CNTK (🥉26 · ⭐ 17K · 💀) - Microsoft Cognitive Toolkit (CNTK), an open source deep-learning.. ❗Unlicensed
• TensorLayer (🥉23 · ⭐ 7.3K · 💤) - Deep Learning and Reinforcement Learning Library for.. ❗Unlicensed
• eli5 (🥉23 · ⭐ 2.7K · 💀) - A library for debugging/inspecting machine learning classifiers and.. MIT
• EfficientNet-PyTorch (🥈22 · ⭐ 7.6K · 💀) - A PyTorch implementation of EfficientNet and.. Apache-2
• Pillow-SIMD (🥉21 · ⭐ 2K · 📉) - The friendly PIL fork. ❗️PIL
• sklearn-evaluation (🥉9 · ⭐ 2 · 💤) - Machine learning model evaluation made easy: plots,.. MIT

📈 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.

• PyTorch Geometric (🥇38 · ⭐ 19K · 📈) - Graph Neural Network Library for PyTorch. MIT
• CuPy (🥇38 · ⭐ 7.4K · 📈) - NumPy & SciPy for GPU. MIT
• HoloViews (🥈37 · ⭐ 2.5K · 📈) - With Holoviews, your data visualizes itself. BSD-3
• plotnine (🥈36 · ⭐ 3.7K · 📈) - A Grammar of Graphics for Python. MIT
• ftfy (🥈32 · ⭐ 3.6K · 📈) - Fixes mojibake and other glitches in Unicode text, after the fact. Apache-2
• eli5 (🥈27 · ⭐ 2.7K · 💀) - A library for debugging/inspecting machine learning classifiers and.. MIT
• Pillow-SIMD (🥉25 · ⭐ 2K · 📈) - The friendly PIL fork. ❗️PIL
• gmaps (🥉24 · ⭐ 760 · 💀) - Google maps for Jupyter notebooks. BSD-3
• sklearn-evaluation (🥉17 · ⭐ 360 · 💤) - Machine learning model evaluation made easy: plots,.. MIT
• CometML (🥉13 · 📈) - Supercharging Machine Learning. ❗Unlicensed

📉 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.

• Keras (🥇45 · ⭐ 60K · 📉) - Deep Learning for humans. Apache-2
• torchvision (🥇38 · ⭐ 15K · 📉) - Datasets, Transforms and Models specific to Computer Vision. BSD-3
• Theano (🥈34 · ⭐ 9.8K · 💤) - Theano was a Python library that allows you to define,.. ❗Unlicensed
• PyQtGraph (🥈33 · ⭐ 3.5K · 📉) - Fast data visualization and GUI tools for scientific /.. ❗Unlicensed
• TFlearn (🥉30 · ⭐ 9.6K · 💀) - Deep learning library featuring a higher-level API for.. ❗Unlicensed
• torchtext (🥈29 · ⭐ 3.4K · 📉) - Models, data loaders and abstractions for language.. BSD-3
• Augmentor (🥉25 · ⭐ 5K · 💤) - Image augmentation library in Python for machine learning. MIT
• Lasagne (🥉25 · ⭐ 3.8K · 💀) - Lightweight library to build and train neural networks in.. ❗Unlicensed
• polyglot (🥉24 · ⭐ 2.2K · 💀) - Multilingual text (NLP) processing toolkit. ❗Unlicensed
• nptsne (🥉9 · ⭐ 32 · 💀) - nptsne is a numpy compatible python binary package that offers a.. 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.

• StatsModels (🥈44 · ⭐ 9.1K · 📈) - Statsmodels: statistical modeling and econometrics in Python. BSD-3
• sentence-transformers (🥇38 · ⭐ 13K · 📈) - Multilingual Sentence & Image Embeddings with BERT. Apache-2
• deepface (🥈35 · ⭐ 8.5K · 📈) - A Lightweight Face Recognition and Facial Attribute Analysis (Age,.. MIT
• NiBabel (🥈35 · ⭐ 600 · 📈) - Python package to access a cacophony of neuro-imaging file formats. MIT
• DeepSpeech (🥈34 · ⭐ 24K · 💀) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0
• ClearML (🥈34 · ⭐ 4.9K · 📈) - ClearML - Auto-Magical CI/CD to streamline your ML workflow... Apache-2
• PML (🥇33 · ⭐ 5.6K · 📈) - The easiest way to use deep metric learning in your application... MIT
• python-soundfile (🥈30 · ⭐ 610 · 📈) - SoundFile is an audio library based on libsndfile, CFFI,.. BSD-3
• AutoViz (🥉29 · ⭐ 1.5K · 📈) - Automatically Visualize any dataset, any size with a single line.. Apache-2
• PyStan (🥉29 · ⭐ 290 · 📈) - PyStan, a Python interface to Stan, a platform for statistical.. ISC

📉 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.

• PySpark (🥈38 · ⭐ 37K · 📉) - Apache Spark Python API. Apache-2
• PyFlink (🥈34 · ⭐ 22K · 📉) - Apache Flink Python API. Apache-2
• HoloViews (🥈31 · ⭐ 2.5K · 📉) - With Holoviews, your data visualizes itself. BSD-3
• UMAP (🥉28 · ⭐ 6.6K · 📉) - Uniform Manifold Approximation and Projection. BSD-3
• Tesseract (🥈28 · ⭐ 5.2K · 📉) - Python-tesseract is an optical character recognition (OCR).. Apache-2
• ftfy (🥈28 · ⭐ 3.6K · 📉) - Fixes mojibake and other glitches in Unicode text, after the fact. ❗Unlicensed
• langid (🥉24 · ⭐ 2.2K · 💀) - Stand-alone language identification system. ❗Unlicensed
• DeepMatcher (🥉17 · ⭐ 510 · 💀) - Python package for performing Entity and Text Matching using.. BSD-3
• sklearn-evaluation (🥉9 · ⭐ 2 · 💤) - Machine learning model evaluation made easy: plots,.. MIT
• CometML (🥉5 · 📉) - ❗Unlicensed

📈 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.

• scipy (🥇49 · ⭐ 12K · 📈) - Ecosystem of open-source software for mathematics, science, and.. BSD-3
• Keras (🥇47 · ⭐ 60K · 📈) - Deep Learning for humans. Apache-2
• Fastai (🥈40 · ⭐ 25K · 📈) - The fastai deep learning library. Apache-2
• Coqui TTS (🥇38 · ⭐ 24K · 📈) - - a deep learning toolkit for Text-to-Speech, battle-.. MPL-2.0
• SpeechRecognition (🥈34 · ⭐ 7.7K · 📈) - Speech recognition module for Python, supporting.. BSD-3
• PennyLane (🥈34 · ⭐ 2K · 📈) - PennyLane is a cross-platform Python library for differentiable.. Apache-2
• igraph (🥇34 · ⭐ 1.2K · 📈) - Python interface for igraph. ❗️GPL-2.0
• hnswlib (🥈33 · ⭐ 3.7K · 📈) - Header-only C++/python library for fast approximate nearest.. Apache-2
• patsy (🥈32 · ⭐ 900 · 📈) - Describing statistical models in Python using symbolic formulas. BSD-2
• Torchbearer (🥉25 · ⭐ 630 · 📈) - torchbearer: A model fitting library for PyTorch. 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.

• DeepSpeed (🥇40 · ⭐ 30K · 📉) - DeepSpeed is a deep learning optimization library that.. Apache-2
• Annoy (🥈33 · ⭐ 12K · 📉) - Approximate Nearest Neighbors in C++/Python optimized for memory.. Apache-2
• ParlAI (🥈31 · ⭐ 10K · 📉) - A framework for training and evaluating AI models on a variety of.. MIT
• VisualDL (🥉28 · ⭐ 4.7K · 📉) - Deep Learning Visualization Toolkit. Apache-2
• CuPy (🥈26 · ⭐ 7.4K · 📉) - NumPy & SciPy for GPU. MIT
• mtcnn (🥉26 · ⭐ 2.1K · 💀) - MTCNN face detection implementation for TensorFlow, as a PIP.. MIT
• pyts (🥉26 · ⭐ 1.6K · 📉) - A Python package for time series classification. BSD-3
• DeepSpeech (🥉22 · ⭐ 23K · 📉) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0
• sklearn-contrib-lightning (🥉20 · ⭐ 1.7K · 💀) - Large-scale linear classification, regression and.. BSD-3
• BLINK (🥉14 · ⭐ 1.1K · 💀) - Entity Linker solution. MIT

📈 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.

• Gradio (🥇43 · ⭐ 24K · 📈) - Wrap UIs around any model, share with anyone. Apache-2
• PyFlink (🥈38 · ⭐ 22K · 📈) - Apache Flink Python API. Apache-2
• CuPy (🥇38 · ⭐ 7.4K · 📈) - NumPy & SciPy for GPU. MIT
• fastText (🥈35 · ⭐ 25K · 📈) - Library for fast text representation and classification. MIT
• StatsForecast (🥇33 · ⭐ 3.2K · 📈) - Lightning fast forecasting with statistical and.. Apache-2
• lightly (🥈31 · ⭐ 2.6K · 📈) - A python library for self-supervised learning on images. MIT
• geojson (🥉31 · ⭐ 850 · 📈) - Python bindings and utilities for GeoJSON. BSD-3
• hmmlearn (🥈30 · ⭐ 2.9K · 📈) - Hidden Markov Models in Python, with scikit-learn like API. BSD-3
• openTSNE (🥉27 · ⭐ 1.3K · 📈) - Extensible, parallel implementations of t-SNE. BSD-3
• benchmark_VAE (🥉24 · ⭐ 1.5K · 📈) - Unifying Variational Autoencoder (VAE).. 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 (🥇50 · ⭐ 18K · 📉) - matplotlib: plotting with Python. Python-2.0
• scipy (🥇47 · ⭐ 12K · 📉) - Ecosystem of open-source software for mathematics, science, and.. BSD-3
• Keras (🥇46 · ⭐ 60K · 📉) - Deep Learning for humans. Apache-2
• Fastai (🥈38 · ⭐ 25K · 📉) - The fastai deep learning library. Apache-2
• Coqui TTS (🥇36 · ⭐ 23K · 📉) - - a deep learning toolkit for Text-to-Speech, battle-.. MPL-2.0
• haystack (🥈35 · ⭐ 12K · 📉) - LLM orchestration framework to build customizable, production-.. Apache-2
• Face Recognition (🥈33 · ⭐ 50K · 💀) - The worlds simplest facial recognition api for Python.. MIT
• BioPandas (🥉23 · ⭐ 650 · 📉) - Working with molecular structures in pandas DataFrames. BSD-3
• Pytorch Toolbelt (🥉22 · ⭐ 1.4K · 📉) - PyTorch extensions for fast R&D prototyping and.. MIT
• AlphaPy (🥉18 · ⭐ 980 · 📉) - Automated Machine Learning [AutoML] with Python, scikit-learn,.. 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.

• PySpark (🥇45 · ⭐ 37K · 📈) - Apache Spark Python API. Apache-2
• PyFlink (🥈37 · ⭐ 22K · 📈) - Apache Flink Python API. Apache-2
• DeepSpeech (🥈34 · ⭐ 23K · 💀) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0
• torchtext (🥈33 · ⭐ 3.4K · 📈) - Models, data loaders and abstractions for language.. BSD-3
• ftfy (🥈31 · ⭐ 3.6K · 📈) - Fixes mojibake and other glitches in Unicode text, after the fact. Apache-2
• CNTK (🥉30 · ⭐ 17K · 💀) - Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit. MIT
• langid (🥈28 · ⭐ 2.2K · 💀) - Stand-alone language identification system. BSD-3
• Pillow-SIMD (🥉26 · ⭐ 2K · 📈) - The friendly PIL fork. ❗️PIL
• DeepMatcher (🥉22 · ⭐ 4.8K · 💀) - Python package for performing Entity and Text Matching using.. BSD-3
• Headliner (🥉15 · ⭐ 230 · 💀) - Easy training and deployment of seq2seq models. 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.

• SymPy (🥇46 · ⭐ 12K · 📉) - A computer algebra system written in pure Python. BSD-3
• gensim (🥇40 · ⭐ 15K · 📉) - Topic Modelling for Humans. ❗️LGPL-2.1
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• networkx (🥇41 · ⭐ 13K · 📉) - Network Analysis in Python. ❗Unlicensed
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➕ Added Projects

Projects that were recently added to this best-of list.

• skforecast (🥈28 · ⭐ 650 · ➕) - Time series forecasting with scikit-learn models. BSD-3
• CometML (🥉13 · ➕) - Supercharging Machine Learning. ❗Unlicensed

📈 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.

• Keras (🥇49 · ⭐ 59K · 📈) - Deep Learning for humans. Apache-2
• PySpark (🥇45 · ⭐ 37K · 📈) - Apache Spark Python API. Apache-2
• PyQtGraph (🥈37 · ⭐ 3.4K · 📈) - Fast data visualization and GUI tools for scientific / engineering.. MIT
• Coqui TTS (🥇36 · ⭐ 15K · 📈) - - a deep learning toolkit for Text-to-Speech, battle-.. MPL-2.0
• Face Recognition (🥈34 · ⭐ 49K · 💀) - The worlds simplest facial recognition api for Python.. MIT
• Tesseract (🥈33 · ⭐ 5.1K · 📈) - Python-tesseract is an optical character recognition (OCR).. Apache-2
• datalad (🥈31 · ⭐ 450 · 📈) - Keep code, data, containers under control with git and git-annex. MIT
• NeuralForecast (🥈29 · ⭐ 1.7K · 📈) - Scalable and user friendly neural forecasting algorithms. Apache-2
• TensorForce (🥈27 · ⭐ 3.2K · 📈) - Tensorforce: a TensorFlow library for applied.. Apache-2
• OMLT (🥉18 · ⭐ 210 · 📈) - Represent trained machine learning models as Pyomo optimization.. BSD-3

📉 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.

• torchvision (🥇38 · ⭐ 15K · 📉) - Datasets, Transforms and Models specific to Computer Vision. BSD-3
• Theano (🥈36 · ⭐ 9.8K · 💤) - Theano was a Python library that allows you to define,.. ❗Unlicensed
• wordcloud (🥈31 · ⭐ 9.6K · 📉) - A little word cloud generator in Python. MIT
• HoloViews (🥈31 · ⭐ 2.5K · 📉) - With Holoviews, your data visualizes itself. BSD-3
• polyglot (🥉24 · ⭐ 2.2K · 💀) - Multilingual text (NLP) processing toolkit. ❗Unlicensed
• langid (🥉24 · ⭐ 2.1K · 💀) - Stand-alone language identification system. ❗Unlicensed
• AutoViz (🥉24 · ⭐ 1.4K · 📉) - Automatically Visualize any dataset, any size with a single line.. Apache-2
• pythreejs (🥉24 · ⭐ 890 · 💤) - A Jupyter - Three.js bridge. ❗Unlicensed
• DeepMatcher (🥉17 · ⭐ 500 · 💀) - Python package for performing Entity and Text Matching using.. BSD-3
• Skater (🥉13 · ⭐ 1.1K · 📉) - Python Library for Model Interpretation/Explanations. ❗️UPL-1.0