Update: 2020.12.27

➕ Added Projects

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

• dash (🥇34 · ⭐ 14K · ➕) - Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript.. MIT
• dlib (🥈33 · ⭐ 9.7K · ➕) - A toolkit for making real world machine learning and data.. ❗️BSL-1.0
• python-bigquery (🥈33 · ⭐ 3.4K · ➕) - Google BigQuery API client library. Apache-2
• feedparser (🥇31 · ⭐ 1.2K · ➕) - Parse feeds in Python. BSD-2
• Wand (🥈30 · ⭐ 1K · ➕) - The ctypes-based simple ImageMagick binding for Python. MIT
• glfw (🥈29 · ⭐ 7.1K · ➕) - A multi-platform library for OpenGL, OpenGL ES, Vulkan, window and.. ❗️Zlib
• Graphviz (🥈29 · ⭐ 880 · ➕) - Simple Python interface for Graphviz. MIT
• pretrainedmodels (🥇27 · ⭐ 7.6K · 💤) - Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet,.. BSD-3
• pygal (🥇27 · ⭐ 2.3K · ➕) - PYthon svg GrAph plotting Library. ❗️LGPL-3.0
• hdbscan (🥈27 · ⭐ 1.8K · ➕) - A high performance implementation of HDBSCAN clustering. BSD-3
• pyopencl (🥈27 · ⭐ 760 · ➕) - OpenCL integration for Python, plus shiny features. MIT
• carla (🥈26 · ⭐ 5.4K · ➕) - Open-source simulator for autonomous driving research. MIT
• facenet-pytorch (🥈26 · ⭐ 1.7K · ➕) - Pretrained Pytorch face detection (MTCNN) and recognition.. MIT
• efficientnet (🥈26 · ⭐ 1.6K · ➕) - Implementation of EfficientNet model. Keras and TensorFlow.. Apache-2
• agate (🥈26 · ⭐ 1K · 💤) - A Python data analysis library that is optimized for humans instead of.. MIT
• Milvus (🥈25 · ⭐ 4.8K · ➕) - An open source embedding vector similarity search engine.. Apache-2
• espnet (🥉25 · ⭐ 3.2K · ➕) - End-to-End Speech Processing Toolkit. Apache-2
• spark-nlp (🥈25 · ⭐ 1.8K · ➕) - State of the Art Natural Language Processing. Apache-2
• chainercv (🥉25 · ⭐ 1.4K · 💤) - ChainerCV: a Library for Deep Learning in Computer Vision. MIT
• haystack (🥈25 · ⭐ 1.2K · ➕) - Transformers at scale for question answering & neural search... Apache-2
• python-soundfile (🥉25 · ⭐ 350 · ➕) - SoundFile is an audio library based on libsndfile, CFFI,.. BSD-3
• ml-metadata (🥉25 · ⭐ 210 · ➕) - For recording and retrieving metadata associated with ML.. Apache-2
• pysc2 (🥈24 · ⭐ 7.1K · 💀) - StarCraft II Learning Environment. Apache-2
• EfficientNet-PyTorch (🥇24 · ⭐ 5.2K · ➕) - A PyTorch implementation of EfficientNet. Apache-2
• mtcnn (🥉24 · ⭐ 1.3K · ➕) - MTCNN face detection implementation for TensorFlow, as a PIP.. MIT
• datalad (🥈24 · ⭐ 220 · ➕) - Keep code, data, containers under control with git and git-annex. MIT
• PaddleHub (🥉23 · ⭐ 4.2K · ➕) - Awesome pre-trained models toolkit based on.. Apache-2
• textgenrnn (🥉23 · ⭐ 4.2K · ➕) - Easily train your own text-generating neural network of any.. MIT
• segmentation_models (🥉23 · ⭐ 2.8K · 💤) - Segmentation models with pretrained backbones. Keras and.. MIT
• sense2vec (🥉23 · ⭐ 1.1K · 💤) - Contextually-keyed word vectors. MIT
• analytics-zoo (🥉22 · ⭐ 2.2K · ➕) - Distributed Tensorflow, Keras and PyTorch on Apache.. Apache-2
• neuralcoref (🥉22 · ⭐ 2.2K · ➕) - Fast Coreference Resolution in spaCy with Neural Networks. MIT
• PDPbox (🥉22 · ⭐ 520 · 💀) - python partial dependence plot toolbox. MIT
• pyvips (🥉22 · ⭐ 280 · ➕) - python binding for libvips using cffi. MIT
• SUOD (🥉22 · ⭐ 220 · ➕) - An Acceleration System for Large-scale Outlier Detection (Anomaly.. BSD-2
• ogb (🥈21 · ⭐ 670 · ➕) - Benchmark datasets, data loaders, and evaluators for graph machine.. MIT
• alibi-detect (🥉21 · ⭐ 430 · ➕) - Algorithms for outlier and adversarial instance detection,.. Apache-2
• Neuraxle (🥉21 · ⭐ 340 · ➕) - A Sklearn-like Framework for Hyperparameter Tuning and AutoML.. Apache-2
• caer (🥉21 · ⭐ 280 · 🐣) - A lightweight, scalable, GPU-accelerated Computer Vision library for.. MIT
• gokart (🥉21 · ⭐ 150 · ➕) - A wrapper of the data pipeline library luigi. MIT
• reformer-pytorch (🥈20 · ⭐ 1.3K · ➕) - Reformer, the efficient Transformer, in Pytorch. MIT
• nude.py (🥉20 · ⭐ 780 · ➕) - Nudity detection with Python. MIT
• mljar-supervised (🥉20 · ⭐ 600 · ➕) - Automates Machine Learning Pipeline with Feature.. MIT
• Lassie (🥉20 · ⭐ 520 · ➕) - Web Content Retrieval for Humans. MIT
• Queries (🥉20 · ⭐ 230 · ➕) - PostgreSQL database access simplified. BSD-3
• Cola (🥉18 · ⭐ 1.4K · 💤) - A high-level distributed crawling framework. Apache-2
• pytorch-forecasting (🥉18 · ⭐ 460 · 🐣) - Time series forecasting with PyTorch. MIT
• FairScale (🥉17 · ⭐ 590 · 🐣) - PyTorch extensions for high performance and large scale.. BSD-3
• Norfair (🥉17 · ⭐ 580 · 🐣) - Lightweight Python library for adding real-time 2D object tracking.. BSD-3
• kglib (🥉17 · ⭐ 380 · ➕) - Grakn Knowledge Graph Library (ML R&D). Apache-2
• Sematch (🥉17 · ⭐ 340 · 💀) - semantic similarity framework for knowledge graph. Apache-2
• lightly (🥉16 · ⭐ 380 · 🐣) - A python library for self-supervised learning. MIT
• elegy (🥉16 · ⭐ 140 · 🐣) - Elegy is a Neural Networks framework based on Jax and.. Apache-2 jax
• tinygrad (🥉15 · ⭐ 3.7K · 🐣) - You like pytorch? You like micrograd? You love tinygrad!. MIT
• OpenNRE (🥉14 · ⭐ 2.9K · ➕) - An Open-Source Package for Neural Relation Extraction (NRE). MIT
• micrograd (🥉14 · ⭐ 1.5K · 💤) - A tiny scalar-valued autograd engine and a neural net library.. MIT
• traingenerator (🥉9 · ⭐ 590 · ➕) - A web app to generate template code for machine learning. 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.

• shap (🥇33 · ⭐ 11K · 📈) - A game theoretic approach to explain the output of any machine learning.. MIT
• TensorFlow Datasets (🥈32 · ⭐ 2.6K · 📈) - TFDS is a collection of datasets ready to use with.. Apache-2
• DeepSpeech (🥇31 · ⭐ 16K · 📈) - DeepSpeech is an open source embedded (offline, on-device).. MPL-2.0
• tensorflow-probability (🥇31 · ⭐ 3.2K · 📈) - Probabilistic reasoning and statistical analysis in.. Apache-2
• eli5 (🥇28 · ⭐ 2.2K · 💤) - A library for debugging/inspecting machine learning classifiers and.. MIT
• GPyTorch (🥈28 · ⭐ 2.2K · 📈) - A highly efficient and modular implementation of Gaussian.. MIT
• pyLDAvis (🥇28 · ⭐ 1.4K · 📈) - Python library for interactive topic model visualization... BSD-3
• pyproj (🥈28 · ⭐ 560 · 📈) - Python interface to PROJ (cartographic projections and coordinate.. MIT
• PDFMiner (🥉26 · ⭐ 4.5K · 💤) - Python PDF Parser (Not actively maintained). Check out pdfminer.six. MIT
• Datasette (🥈26 · ⭐ 4.4K · 📈) - An open source multi-tool for exploring and publishing data. 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.

• GeoPandas (🥇31 · ⭐ 2.4K · 📉) - Python tools for geographic data. BSD-3
• fairseq (🥇30 · ⭐ 11K · 📉) - Facebook AI Research Sequence-to-Sequence Toolkit written in.. MIT
• AllenNLP (🥈29 · ⭐ 9.5K · 📉) - An open-source NLP research library, built on PyTorch. Apache-2
• Tesseract (🥇29 · ⭐ 3.3K · 📉) - Python-tesseract is an optical character recognition (OCR).. Apache-2
• GluonCV (🥈27 · ⭐ 4.4K · 📉) - Gluon CV Toolkit. Apache-2
• Kedro (🥈27 · ⭐ 3.3K · 📉) - A Python framework for creating reproducible, maintainable and.. Apache-2
• Catalyst (🥈27 · ⭐ 2.3K · 📉) - Accelerated deep learning R&D. Apache-2
• TRAINS (🥉25 · ⭐ 2K · 📉) - ClearML - Auto-Magical Suite of tools to streamline your ML.. Apache-2
• fastNLP (🥈25 · ⭐ 1.9K · 📉) - fastNLP: A Modularized and Extensible NLP Framework. Currently.. Apache-2
• Hyperas (🥈24 · ⭐ 2.1K · 📉) - Keras + Hyperopt: A very simple wrapper for convenient.. MIT