Releases: ml-tooling/best-of-ml-python
Update: 2023.07.20
📈 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.
- Bokeh (🥇44 · ⭐ 18K · 📈) - Interactive Data Visualization in the browser, from Python.
BSD-3
- Plotly (🥇42 · ⭐ 14K · 📈) - The interactive graphing library for Python This project now includes..
MIT
- torchtext (🥈35 · ⭐ 3.3K · 📈) - Models, data loaders and abstractions for language..
BSD-3
- HoloViews (🥈35 · ⭐ 2.5K · 📈) - With Holoviews, your data visualizes itself.
BSD-3
- CNTK (🥉30 · ⭐ 17K · 💤) - Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit.
MIT
- pythreejs (🥉29 · ⭐ 880 · 📈) - A Jupyter - Three.js bridge.
BSD-3
- Lasagne (🥉28 · ⭐ 3.8K · 💀) - Lightweight library to build and train neural networks in Theano.
MIT
- SUOD (🥉23 · ⭐ 350 · 📈) - (MLSys 21) An Acceleration System for Large-scare Unsupervised..
BSD-2
- LOFO (🥉18 · ⭐ 750 · 📈) - Leave One Feature Out Importance.
MIT
- nx-altair (🥉15 · ⭐ 220 · 💀) - Draw interactive NetworkX graphs with Altair.
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 (🥇45 · ⭐ 69K · 📉) - Tensors and Dynamic neural networks in Python with strong GPU..
BSD-3
- PySpark (🥈38 · ⭐ 36K · 📉) - Apache Spark Python API.
Apache-2
- pytorch-lightning (🥈38 · ⭐ 24K · 📉) - Deep learning framework to train, deploy, and ship AI..
Apache-2
- PyTorch Geometric (🥇35 · ⭐ 18K · 📉) - Graph Neural Network Library for PyTorch.
MIT
- PyFlink (🥉31 · ⭐ 22K · 📉) - Apache Flink Python API.
Apache-2
- wordcloud (🥉29 · ⭐ 9.6K · 📉) - A little word cloud generator in Python.
MIT
- Tesseract (🥉27 · ⭐ 5K · 📉) - Python-tesseract is an optical character recognition (OCR) tool..
Apache-2
- CuPy (🥉25 · ⭐ 7K · 📉) - NumPy & SciPy for GPU.
MIT
- eli5 (🥉23 · ⭐ 2.7K · 💀) - A library for debugging/inspecting machine learning classifiers and..
MIT
- Pillow-SIMD (🥉21 · ⭐ 2K · 📉) - The friendly PIL fork.
❗️PIL
Update: 2023.07.13
📈 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 · ⭐ 36K · 📈) - Apache Spark Python API.
Apache-2
- pytorch-lightning (🥈42 · ⭐ 24K · 📈) - Deep learning framework to train, deploy, and ship AI..
Apache-2
- PyFlink (🥈36 · ⭐ 22K · 📈) - Apache Flink Python API.
Apache-2
- VisPy (🥈33 · ⭐ 3.1K · 📈) - High-performance interactive 2D/3D data visualization..
❗Unlicensed
- huggingface_hub (🥈33 · ⭐ 1K · 📈) - All the open source things related to the Hugging Face..
Apache-2
- Tesseract (🥈31 · ⭐ 4.9K · 📈) - Python-tesseract is an optical character recognition (OCR)..
Apache-2
- FinQuant (🥉23 · ⭐ 980 · 📈) - A program for financial portfolio management, analysis and..
MIT
- scikit-rebate (🥉21 · ⭐ 380 · 💀) - A scikit-learn-compatible Python implementation of..
MIT
- OMLT (🥉18 · ⭐ 200 · 📈) - Represent trained machine learning models as Pyomo optimization..
BSD-3
- backprop (🥉14 · ⭐ 240 · 💀) - Backprop makes it simple to use, finetune, and deploy state-of-..
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.
- torchvision (🥇36 · ⭐ 14K · 📉) - Datasets, Transforms and Models specific to Computer Vision.
BSD-3
- Plotly (🥈36 · ⭐ 14K · 📉) - The interactive graphing library for Python This project now includes..
MIT
- Theano (🥈35 · ⭐ 9.8K · 💤) - Theano was a Python library that allows you to define,..
❗Unlicensed
- MMDetection (🥈34 · ⭐ 25K · 📉) - OpenMMLab Detection Toolbox and Benchmark.
Apache-2
- PyTorch Image Models (🥈33 · ⭐ 26K · 📉) - PyTorch image models, scripts, pretrained weights --..
Apache-2
- torchtext (🥈31 · ⭐ 3.3K · 📉) - Models, data loaders and abstractions for language..
BSD-3
- HoloViews (🥈31 · ⭐ 2.5K · 📉) - With Holoviews, your data visualizes itself.
BSD-3
- Face Recognition (🥈29 · ⭐ 49K · 💀) - The worlds simplest facial recognition api for Python..
MIT
- pythreejs (🥉25 · ⭐ 880 · 📉) - A Jupyter - Three.js bridge.
❗Unlicensed
- DeepMatcher (🥉18 · ⭐ 490 · 💀) - Python package for performing Entity and Text Matching using..
BSD-3
Update: 2023.07.06
📈 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 (🥇51 · ⭐ 69K · 📈) - Tensors and Dynamic neural networks in Python with strong GPU..
BSD-3
- Keras (🥇46 · ⭐ 59K · 📈) - Deep Learning for humans.
Apache-2
- Plotly (🥇42 · ⭐ 14K · 📈) - The interactive graphing library for Python This project now includes..
MIT
- ivy (🥈37 · ⭐ 12K · 📈) - Unified AI.
Apache-2
- CuPy (🥇37 · ⭐ 7K · 📈) - NumPy & SciPy for GPU.
MIT
- torchtext (🥇35 · ⭐ 3.3K · 📈) - Models, data loaders and abstractions for language..
BSD-3
- HoloViews (🥈35 · ⭐ 2.5K · 📈) - With Holoviews, your data visualizes itself.
BSD-3
- opencv-python (🥈34 · ⭐ 3.6K · 📈) - Automated CI toolchain to produce precompiled opencv-python,..
MIT
- pythreejs (🥉29 · ⭐ 880 · 📈) - A Jupyter - Three.js bridge.
BSD-3
- DeepMatcher (🥉23 · ⭐ 4.8K · 💀) - 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.
- PySpark (🥈38 · ⭐ 36K · 📉) - Apache Spark Python API.
Apache-2
- Coqui TTS (🥈32 · ⭐ 13K · 📉) - - a deep learning toolkit for Text-to-Speech, battle-..
MPL-2.0
- cuDF (🥈31 · ⭐ 5.6K · 📉) - cuDF - GPU DataFrame Library.
Apache-2
- VisPy (🥉28 · ⭐ 3.1K · 📉) - High-performance interactive 2D/3D data visualization..
❗Unlicensed
- pingouin (🥉26 · ⭐ 1.4K · 📉) - Statistical package in Python based on Pandas.
❗️GPL-3.0
- detecto (🥉18 · ⭐ 590 · 💀) - Build fully-functioning computer vision models with PyTorch.
MIT
- matrixprofile-ts (🥉17 · ⭐ 710 · 💀) - A Python library for detecting patterns and anomalies..
Apache-2
- scikit-rebate (🥉17 · ⭐ 390 · 💀) - A scikit-learn-compatible Python implementation of..
MIT
- OMLT (🥉14 · ⭐ 200 · 📉) - Represent trained machine learning models as Pyomo optimization..
❗Unlicensed
- sklearn-evaluation (🥉11 · ⭐ 1 · 🐣) - Machine learning model evaluation made easy: plots,..
MIT
Update: 2023.06.29
📈 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.
- Face Recognition (🥈35 · ⭐ 49K · 💤) - The worlds simplest facial recognition api for Python..
MIT
- torchaudio (🥇35 · ⭐ 2.1K · 📈) - Data manipulation and transformation for audio signal..
BSD-2
- wordcloud (🥈34 · ⭐ 9.5K · 📈) - A little word cloud generator in Python.
MIT
- geopy (🥈34 · ⭐ 4K · 💤) - Geocoding library for Python.
MIT
- DIPY (🥈34 · ⭐ 600 · 📈) - DIPY is the paragon 3D/4D+ imaging library in Python. Contains generic..
BSD-3
- Alpha Vantage (🥈29 · ⭐ 4K · 📈) - A python wrapper for Alpha Vantage API for financial data.
MIT
- FARM (🥈27 · ⭐ 1.7K · 💤) - Fast & easy transfer learning for NLP. Harvesting language..
Apache-2
- TensorForce (🥈26 · ⭐ 3.2K · 📈) - Tensorforce: a TensorFlow library for applied..
Apache-2
- vega (🥉25 · ⭐ 350 · 📈) - IPython/Jupyter notebook module for Vega and Vega-Lite.
BSD-3
- sklearn-evaluation (🥉18 · ⭐ 360 · 🐣) - Machine learning model evaluation made easy: plots,..
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.
- Plotly (🥈36 · ⭐ 14K · 📉) - The interactive graphing library for Python This project now includes..
MIT
- PyTorch Geometric (🥇35 · ⭐ 18K · 📉) - Graph Neural Network Library for PyTorch.
MIT
- PyFlink (🥉32 · ⭐ 21K · 📉) - Apache Flink Python API.
Apache-2
- HoloViews (🥈31 · ⭐ 2.5K · 📉) - With Holoviews, your data visualizes itself.
BSD-3
- opencv-python (🥉28 · ⭐ 3.6K · 📉) - Automated CI toolchain to produce precompiled opencv-python,..
MIT
- PyQtGraph (🥉28 · ⭐ 3.3K · 📉) - Fast data visualization and GUI tools for scientific /..
❗Unlicensed
- python-soundfile (🥉26 · ⭐ 560 · 📉) - SoundFile is an audio library based on libsndfile, CFFI,..
BSD-3
- CuPy (🥉25 · ⭐ 7K · 📉) - NumPy & SciPy for GPU.
MIT
- eli5 (🥉23 · ⭐ 2.7K · 💀) - A library for debugging/inspecting machine learning classifiers and..
MIT
- backprop (🥉9 · ⭐ 240 · 💀) - Backprop makes it simple to use, finetune, and deploy state-..
❗Unlicensed
➕ Added Projects
Projects that were recently added to this best-of list.
Update: 2023.06.22
📈 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 · ⭐ 36K · 📈) - Apache Spark Python API.
Apache-2
- torchvision (🥇42 · ⭐ 14K · 📈) - Datasets, Transforms and Models specific to Computer Vision.
BSD-3
- Plotly (🥇42 · ⭐ 14K · 📈) - The interactive graphing library for Python This project now includes..
MIT
- PyTorch Image Models (🥇37 · ⭐ 26K · 📈) - PyTorch image models, scripts, pretrained weights --..
Apache-2
- PyFlink (🥈37 · ⭐ 21K · 📈) - Apache Flink Python API.
Apache-2
- Vowpal Wabbit (🥈37 · ⭐ 8.2K · 📈) - Vowpal Wabbit is a machine learning system which pushes the..
BSD-3
- PyQtGraph (🥈36 · ⭐ 3.3K · 📈) - Fast data visualization and GUI tools for scientific / engineering..
MIT
- ivy (🥈35 · ⭐ 11K · 📈) - Unified AI.
Apache-2
- HoloViews (🥈35 · ⭐ 2.4K · 📈) - With Holoviews, your data visualizes itself.
BSD-3
- yellowbrick (🥈27 · ⭐ 4K · 📈) - Visual analysis and diagnostic tools to facilitate..
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.
- PyTorch (🥇45 · ⭐ 68K · 📉) - Tensors and Dynamic neural networks in Python with strong GPU..
BSD-3
- Keras (🥈42 · ⭐ 59K · 📉) - Deep Learning for humans.
Apache-2
- pytorch-lightning (🥈38 · ⭐ 24K · 📉) - Deep learning framework to train, deploy, and ship AI..
Apache-2
- Catboost (🥈35 · ⭐ 7.2K · 📉) - A fast, scalable, high performance Gradient Boosting on..
Apache-2
- torchaudio (🥈31 · ⭐ 2.1K · 📉) - Data manipulation and transformation for audio signal..
BSD-2
- wordcloud (🥉29 · ⭐ 9.5K · 📉) - A little word cloud generator in Python.
MIT
- huggingface_hub (🥈29 · ⭐ 970 · 📉) - All the open source things related to the Hugging Face..
Apache-2
- DIPY (🥈29 · ⭐ 600 · 📉) - DIPY is the paragon 3D/4D+ imaging library in Python. Contains..
❗Unlicensed
- geopy (🥉28 · ⭐ 4K · 💤) - Geocoding library for Python.
MIT
- sklearn-evaluation (🥉10 · 🐣) - Machine learning model evaluation made easy: plots, tables,..
MIT
Update: 2023.06.15
📈 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.
- gensim (🥇41 · ⭐ 14K · 📈) - Topic Modelling for Humans.
❗️LGPL-2.1
- CuPy (🥇37 · ⭐ 7K · 📈) - NumPy & SciPy for GPU.
MIT
- pandas-profiling (🥈36 · ⭐ 11K · 📈) - Create HTML profiling reports from pandas DataFrame..
MIT
- wordcloud (🥈34 · ⭐ 9.5K · 📈) - A little word cloud generator in Python.
MIT
- geopy (🥈34 · ⭐ 4K · 💤) - Geocoding library for Python.
MIT
- opencv-python (🥈34 · ⭐ 3.6K · 📈) - Automated CI toolchain to produce precompiled opencv-python,..
MIT
- SpeechRecognition (🥈33 · ⭐ 7.3K · 📈) - Speech recognition module for Python, supporting..
BSD-3
- snowballstemmer (🥈31 · ⭐ 660 · 📈) - Snowball compiler and stemming algorithms.
BSD-3
- Keras-Preprocessing (🥉29 · ⭐ 1K · 💀) - Utilities for working with image data, text data, and..
MIT
- sklearn-evaluation (🥉18 · ⭐ 360 · 🐣) - Machine learning model evaluation made easy: plots,..
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.
- PySpark (🥈38 · ⭐ 36K · 📉) - Apache Spark Python API.
Apache-2
- torchvision (🥇36 · ⭐ 14K · 📉) - Datasets, Transforms and Models specific to Computer Vision.
BSD-3
- Theano (🥈34 · ⭐ 9.7K · 📉) - Theano was a Python library that allows you to define,..
❗Unlicensed
- PyTorch Image Models (🥈33 · ⭐ 26K · 📉) - PyTorch image models, scripts, pretrained weights --..
Apache-2
- PyFlink (🥉32 · ⭐ 21K · 📉) - Apache Flink Python API.
Apache-2
- Tesseract (🥉26 · ⭐ 4.9K · 📉) - Python-tesseract is an optical character recognition (OCR)..
Apache-2
- pythreejs (🥉24 · ⭐ 880 · 📉) - A Jupyter - Three.js bridge.
❗Unlicensed
- DeepMatcher (🥉18 · ⭐ 490 · 💀) - Python package for performing Entity and Text Matching using..
BSD-3
- LOFO (🥉15 · ⭐ 740 · 📉) - Leave One Feature Out Importance.
MIT
- Headliner (🥉11 · ⭐ 230 · 💀) - Easy training and deployment of seq2seq models.
❗Unlicensed
Update: 2023.06.08
📈 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 (🥇51 · ⭐ 68K · 📈) - Tensors and Dynamic neural networks in Python with strong GPU..
BSD-3
- PySpark (🥇45 · ⭐ 36K · 📈) - Apache Spark Python API.
Apache-2
- torchvision (🥇42 · ⭐ 14K · 📈) - Datasets, Transforms and Models specific to Computer Vision.
BSD-3
- PyFlink (🥈36 · ⭐ 21K · 📈) - Apache Flink Python API.
Apache-2
- DIPY (🥈34 · ⭐ 600 · 📈) - DIPY is the paragon 3D/4D+ imaging library in Python. Contains generic..
BSD-3
- Tesseract (🥈31 · ⭐ 4.9K · 📈) - Python-tesseract is an optical character recognition (OCR)..
Apache-2
- pretrainedmodels (🥈29 · ⭐ 8.8K · 💀) - Pretrained ConvNets for pytorch: NASNet, ResNeXt,..
BSD-3
- whoosh (🥉24 · ⭐ 420 · 💀) - Pure-Python full-text search library.
❗️BSD-1-Clause
- DeepMatcher (🥉23 · ⭐ 4.7K · 💀) - Python package for performing Entity and Text Matching using..
BSD-3
- OMLT (🥉19 · ⭐ 200 · 💤) - 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.
- Catboost (🥈36 · ⭐ 7.2K · 📉) - A fast, scalable, high performance Gradient Boosting on..
Apache-2
- gensim (🥈33 · ⭐ 14K · 📉) - Topic Modelling for Humans.
❗️LGPL-2.1
- wordcloud (🥈29 · ⭐ 9.5K · 📉) - A little word cloud generator in Python.
MIT
- SpeechRecognition (🥈28 · ⭐ 7.2K · 📉) - Speech recognition module for Python, supporting..
BSD-3
- PyQtGraph (🥉28 · ⭐ 3.3K · 📉) - Fast data visualization and GUI tools for scientific /..
❗Unlicensed
- geopy (🥉27 · ⭐ 4K · 💤) - Geocoding library for Python.
MIT
- snowballstemmer (🥉25 · ⭐ 660 · 📉) - Snowball compiler and stemming algorithms.
BSD-3
- Keras-Preprocessing (🥉22 · ⭐ 1K · 💀) - Utilities for working with image data, text data, and..
❗Unlicensed
- vega (🥉20 · ⭐ 350 · 📉) - IPython/Jupyter notebook module for Vega and Vega-Lite.
BSD-3
- sklearn-evaluation (🥉11 · 🐣) - Machine learning model evaluation made easy: plots, tables,..
MIT
Update: 2023.06.01
📈 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.
- Catboost (🥈41 · ⭐ 7.2K · 📈) - A fast, scalable, high performance Gradient Boosting on..
Apache-2
- wordcloud (🥈34 · ⭐ 9.5K · 📈) - A little word cloud generator in Python.
MIT
- geopy (🥈33 · ⭐ 4K · 💤) - Geocoding library for Python.
MIT
- librosa (🥈32 · ⭐ 6K · 📈) - Python library for audio and music analysis.
ISC
- kaggle (🥈30 · ⭐ 5.3K · 📈) - Official Kaggle API.
Apache-2
- langid (🥈28 · ⭐ 2.1K · 💀) - Stand-alone language identification system.
BSD-3
- EfficientNet-PyTorch (🥈27 · ⭐ 7.4K · 💀) - A PyTorch implementation of EfficientNet and..
Apache-2
- pandas-profiling (🥉26 · ⭐ 11K · 📈) - Deprecated pandas-profiling package, use ydata-..
MIT
- vega (🥉25 · ⭐ 350 · 📈) - IPython/Jupyter notebook module for Vega and Vega-Lite.
BSD-3
- sklearn-evaluation (🥉19 · ⭐ 360 · 🐣) - Machine learning model evaluation made easy: plots,..
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 (🥇45 · ⭐ 67K · 📉) - Tensors and Dynamic neural networks in Python with strong GPU..
BSD-3
- Keras (🥈42 · ⭐ 58K · 📉) - Deep Learning for humans.
Apache-2
- Plotly (🥈36 · ⭐ 14K · 📉) - The interactive graphing library for Python This project now includes..
MIT
- PyTorch Geometric (🥇35 · ⭐ 18K · 📉) - Graph Neural Network Library for PyTorch.
MIT
- HoloViews (🥈30 · ⭐ 2.4K · 📉) - With Holoviews, your data visualizes itself.
BSD-3
- DIPY (🥈29 · ⭐ 600 · 📉) - DIPY is the paragon 3D/4D+ imaging library in Python. Contains..
❗Unlicensed
- opencv-python (🥉28 · ⭐ 3.5K · 📉) - Automated CI toolchain to produce precompiled opencv-python,..
MIT
- imageai (🥉27 · ⭐ 7.8K · 📉) - A python library built to empower developers to build applications..
MIT
- pretrainedmodels (🥈24 · ⭐ 8.8K · 💀) - Pretrained ConvNets for pytorch: NASNet, ResNeXt,..
BSD-3
- OMLT (🥉15 · ⭐ 200 · 💤) - Represent trained machine learning models as Pyomo optimization..
❗Unlicensed
➕ Added Projects
Projects that were recently added to this best-of list.
Update: 2023.05.25
📈 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 (🥇51 · ⭐ 67K · 📈) - Tensors and Dynamic neural networks in Python with strong GPU..
BSD-3
- Keras (🥇46 · ⭐ 58K · 📈) - Deep Learning for humans.
Apache-2
- pytorch-lightning (🥈42 · ⭐ 23K · 📈) - Deep learning framework to train, deploy, and ship AI..
Apache-2
- Gradio (🥇42 · ⭐ 18K · 📈) - Wrap UIs around any model, share with anyone.
Apache-2
- glfw (🥇35 · ⭐ 11K · 📈) - A multi-platform library for OpenGL, OpenGL ES, Vulkan, window and input.
❗️Zlib
- Neural Network Libraries (🥉30 · ⭐ 2.6K · 📈) - Neural Network Libraries.
Apache-2
- Geomstats (🥉30 · ⭐ 940 · 📈) - Computations and statistics on manifolds with geometric structures.
MIT
- Snips NLU (🥉26 · ⭐ 3.8K · 💀) - Snips Python library to extract meaning from text.
Apache-2
- eli5 (🥈26 · ⭐ 2.7K · 💀) - A library for debugging/inspecting machine learning classifiers and..
MIT
- graph-nets (🥉21 · ⭐ 5.3K · 📈) - Build Graph Nets in Tensorflow.
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.
- torchvision (🥇36 · ⭐ 14K · 📉) - Datasets, Transforms and Models specific to Computer Vision.
BSD-3
- librosa (🥉27 · ⭐ 5.9K · 📉) - Python library for audio and music analysis.
ISC
- Tesseract (🥉27 · ⭐ 4.8K · 📉) - Python-tesseract is an optical character recognition (OCR)..
Apache-2
- geopy (🥉27 · ⭐ 4K · 📉) - Geocoding library for Python.
MIT
- kaggle (🥉23 · ⭐ 5.3K · 📉) - Official Kaggle API.
Apache-2
- EfficientNet-PyTorch (🥉22 · ⭐ 7.4K · 💀) - A PyTorch implementation of EfficientNet and..
Apache-2
- vega (🥉20 · ⭐ 350 · 📉) - IPython/Jupyter notebook module for Vega and Vega-Lite.
BSD-3
- whoosh (🥉17 · ⭐ 410 · 💀) - Pure-Python full-text search library.
❗Unlicensed
- pandas-profiling (🥉13 · 📉) - Generate profile report for pandas DataFrame.
❗Unlicensed
- sklearn-evaluation (🥉11 · 🐣) - Machine learning model evaluation made easy: plots, tables,..
MIT
Update: 2023.05.18
📈 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.
- Bokeh (🥇43 · ⭐ 18K · 📈) - Interactive Data Visualization in the browser, from Python.
BSD-3
- torchvision (🥇42 · ⭐ 14K · 📈) - Datasets, Transforms and Models specific to Computer Vision.
BSD-3
- Plotly (🥇42 · ⭐ 13K · 📈) - The interactive graphing library for Python This project now includes..
MIT
- PyQtGraph (🥈36 · ⭐ 3.2K · 📈) - Fast data visualization and GUI tools for scientific / engineering..
MIT
- HoloViews (🥈35 · ⭐ 2.4K · 📈) - With Holoviews, your data visualizes itself.
BSD-3
- opencv-python (🥈33 · ⭐ 3.5K · 📈) - Automated CI toolchain to produce precompiled opencv-python,..
MIT
- huggingface_hub (🥈33 · ⭐ 890 · 📈) - All the open source things related to the Hugging Face..
Apache-2
- Tesseract (🥈32 · ⭐ 4.8K · 📈) - Python-tesseract is an optical character recognition (OCR)..
Apache-2
- pythreejs (🥉29 · ⭐ 870 · 📈) - A Jupyter - Three.js bridge.
BSD-3
- langid (🥈27 · ⭐ 2.1K · 💀) - Stand-alone language identification system.
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.
- SymPy (🥇44 · ⭐ 11K · 📉) - A computer algebra system written in pure Python.
❗Unlicensed
- Gradio (🥇39 · ⭐ 18K · 📉) - Wrap UIs around any model, share with anyone.
Apache-2
- PySpark (🥈38 · ⭐ 36K · 📉) - Apache Spark Python API.
Apache-2
- glfw (🥈31 · ⭐ 11K · 📉) - A multi-platform library for OpenGL, OpenGL ES, Vulkan, window and input.
❗️Zlib
- CuPy (🥉25 · ⭐ 6.9K · 📉) - NumPy & SciPy for GPU.
MIT
- Lasagne (🥉25 · ⭐ 3.8K · 💀) - Lightweight library to build and train neural networks in..
❗Unlicensed
- eli5 (🥉22 · ⭐ 2.7K · 💀) - A library for debugging/inspecting machine learning classifiers and..
MIT
- graph-nets (🥉18 · ⭐ 5.3K · 📉) - Build Graph Nets in Tensorflow.
Apache-2
- DeepMatcher (🥉18 · ⭐ 490 · 💀) - Python package for performing Entity and Text Matching using..
BSD-3
- Headliner (🥉10 · ⭐ 230 · 💀) - Easy training and deployment of seq2seq models.
❗Unlicensed
➕ Added Projects
Projects that were recently added to this best-of list.