Releases: lukasmasuch/best-of-ml-python
Releases · lukasmasuch/best-of-ml-python
Update: 2021.01.01
📈 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.
- geopy (🥇33 · ⭐ 3.1K · 📈) - Geocoding library for Python.
MIT - fairseq (🥇31 · ⭐ 11K · 📈) - Facebook AI Research Sequence-to-Sequence Toolkit written in..
MIT - numexpr (🥈31 · ⭐ 1.5K · 📈) - Fast numerical array expression evaluator for Python, NumPy,..
MIT - SageMaker SDK (🥇31 · ⭐ 1.3K · 📈) - A library for training and deploying machine learning..
Apache-2 - Requests-HTML (🥈30 · ⭐ 11K · 📈) - Pythonic HTML Parsing for Humans.
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.
- Theano (🥈34 · ⭐ 9.3K · 📉) - Theano is a Python library that allows you to define, optimize,..
BSD-3 - imgaug (🥇31 · ⭐ 10K · 📉)) - Image augmentation for machine learning experiments.
MIT - Chainer (🥈31 · ⭐ 5.5K · 📉) - A flexible framework of neural networks for deep learning.
MIT - tensorboardX (🥈27 · ⭐ 6.7K · 📉) - tensorboard for pytorch (and chainer, mxnet, numpy, ...).
MIT - scikit-surprise (🥈26 · ⭐ 4.6K · 📉) - A Python scikit for building and analyzing recommender..
BSD-3
Update: 2020.12.28
📈 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.
- iNNvestigate (🥉21 · ⭐ 740 · 📈) - A toolbox to iNNvestigate neural networks' predictions!.
BSD-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.
- Faiss (🥇28 · ⭐ 12K · 📉) - A library for efficient similarity search and clustering of dense..
MIT - Captum (🥈25 · ⭐ 2K · 📉) - Model interpretability and understanding for PyTorch.
BSD-3 - Orion (🥉22 · ⭐ 180 · 📉) - Asynchronous Distributed Hyperparameter Optimization.
BSD-3 - Sentinelsat (🥉21 · ⭐ 530 · 📉) - Search and download Copernicus Sentinel satellite images.
❗️GPL-3.0 - alibi-detect (🥉20 · ⭐ 440 · 📉) - Algorithms for outlier and adversarial instance detection,..
Apache-2 - gplearn (🥉19 · ⭐ 900 · 💤) - Genetic Programming in Python, with a scikit-learn inspired API.
BSD-3 - PyWaffle (🥉19 · ⭐ 370 · 📉) - Make Waffle Charts in Python.
MIT - recmetrics (🥉19 · ⭐ 220 · 📉) - A library of metrics for evaluating recommender systems.
MIT - fletcher (🥉19 · ⭐ 200 · 📉) - Pandas ExtensionDType/Array backed by Apache Arrow.
MIT - nptsne (🥉14 · ⭐ 24 · 📉) - nptsne is a numpy compatible python binary package that offers a..
Apache-2
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. <cod...
Update: 2020.12.18
📈 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.
- peewee (🥈33 · ⭐ 8K · 📈) - a small, expressive orm -- supports postgresql, mysql and sqlite.
MIT - Rasa (🥇32 · ⭐ 10K · 📈) - Open source machine learning framework to automate text- and..
Apache-2 - tensorflow-hub (🥇32 · ⭐ 2.7K · 📈) - A library for transfer learning by reusing parts of..
Apache-2 - Datasets (🥇29 · ⭐ 5.8K · 📈) - The largest hub of ready-to-use open-access datasets for ML..
Apache-2 - InterpretML (🥈27 · ⭐ 3.3K · 📈) - Fit interpretable models. Explain blackbox machine learning.
MIT - datasketch (🥉27 · ⭐ 1.4K · 📈) - MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog,..
MIT - yellowbrick (🥈26 · ⭐ 3K · 📈) - Visual analysis and diagnostic tools to facilitate machine..
Apache-2 - pyinstrument (🥈26 · ⭐ 2.3K · 📈) - Call stack profiler for Python. Shows you why your code is..
BSD-3 - gpustat (🥉25 · ⭐ 2.1K · 💤) - A simple command-line utility for querying and monitoring GPU status.
MIT - sklearn-evaluation (🥉20 · ⭐ 280 · 📈) - scikit-learn model evaluation made easy: plots, tables and..
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.
- TF Addons (🥈30 · ⭐ 1.1K · 📉) - Useful extra functionality for TensorFlow 2.x maintained..
Apache-2 - Tesseract (🥇29 · ⭐ 3.3K · 📉) - Python-tesseract is an optical character recognition (OCR)..
Apache-2 - Pythran (🥈24 · ⭐ 1.5K · 📉) - Ahead of Time compiler for numeric kernels.
BSD-3 - ktrain (🥉24 · ⭐ 690 · 📉) - ktrain is a Python library that makes deep learning and AI..
Apache-2 - HappyBase (🥉24 · ⭐ 550 · 💤) - A developer-friendly Python library to interact with Apache HBase.
MIT - Node2Vec (🥈22 · ⭐ 600 · 📉) - Implementation of the node2vec algorithm.
MIT - Torchmeta (🥈21 · ⭐ 1.1K · 📉) - A collection of extensions and data-loaders for few-shot..
MIT - mlens (🥉19 · ⭐ 660 · 💤) - ML-Ensemble high performance ensemble learning.
MIT - pdvega (🥉16 · ⭐ 340 · 💀) - Interactive plotting for Pandas using Vega-Lite.
MIT
Update: 2020.12.17-test.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.
- peewee (🥈33 · ⭐ 8K · 📈) - a small, expressive orm -- supports postgresql, mysql and sqlite.
MIT - Rasa (🥇32 · ⭐ 10K · 📈) - Open source machine learning framework to automate text- and..
Apache-2 - tensorflow-hub (🥇32 · ⭐ 2.7K · 📈) - A library for transfer learning by reusing parts of..
Apache-2 - Datasets (🥇29 · ⭐ 5.8K · 📈) - Fast, efficient, open-access datasets and evaluation metrics..
Apache-2 - InterpretML (🥈27 · ⭐ 3.3K · 📈) - Fit interpretable models. Explain blackbox machine learning.
MIT
2020.12.17-test
Update: 2020.12.17
📈 Trending Up
Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as more weekly downloads or code activity.
tensorflow-hub (🥇32 · ⭐ 2.7K · 📈) - A library for transfer learning by reusing parts of.. Apache-2 
Datasets (🥇29 · ⭐ 5.8K · 📈) - Fast, efficient, open-access datasets and evaluation metrics.. Apache-2
InterpretML (🥈27 · ⭐ 3.3K · 📈) - Fit interpretable models. Explain blackbox machine learning. MIT 
datasketch (🥉27 · ⭐ 1.4K · 📈) - MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog,.. MIT
yellowbrick (🥈26 · ⭐ 3K · 📈) - Visual analysis and diagnostic tools to facilitate machine.. Apache-2 
gpustat (🥉25 · ⭐ 2.1K · 💤) - A simple command-line utility for querying and monitoring GPU status. MIT
sklearn-evaluation (🥉20 · ⭐ 280 · 📈) - scikit-learn model evaluation made easy: plots, tables and.. MIT
StackImpact (🥉15 · ⭐ 670 · 💀) - DEPRECATED StackImpact Python Profiler - Production-Grade.. 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 less weekly downloads or code activity.