Update: 2021.06.24

📈 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.

• Celery (🥇40 · ⭐ 17K · 📈) - Asynchronous task queue/job queue based on distributed message passing. BSD-3
• SymPy (🥇36 · ⭐ 8.1K · 📈) - A computer algebra system written in pure Python. BSD-3
• Albumentations (🥈30 · ⭐ 8.1K · 📈) - Fast image augmentation library and an easy-to-use.. MIT
• AutoKeras (🥇29 · ⭐ 8K · 📈) - AutoML library for deep learning. Apache-2
• pycm (🥈24 · ⭐ 1.1K · 📈) - Multi-class confusion matrix library in Python. MIT
• TensorFlow Privacy (🥈23 · ⭐ 1.4K · 📈) - Library for training machine learning models with.. Apache-2
• Sentinelsat (🥉23 · ⭐ 610 · 📈) - Search and download Copernicus Sentinel satellite images. ❗️GPL-3.0
• checklist (🥈22 · ⭐ 1.4K · 📈) - Beyond Accuracy: Behavioral Testing of NLP models with.. MIT
• lets-plot (🥉22 · ⭐ 620 · 📈) - An open-source plotting library for statistical data. MIT
• pycls (🥉17 · ⭐ 1.6K · 📈) - Codebase for Image Classification Research, written in 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.

• Airflow (🥈32 · ⭐ 22K · 📉) - Platform to programmatically author, schedule, and monitor.. Apache-2
• Tablib (🥈30 · ⭐ 4K · 📉) - Python Module for Tabular Datasets in XLS, CSV, JSON, YAML, &c. MIT
• Cython BLIS (🥈26 · ⭐ 170 · 📉) - Fast matrix-multiplication as a self-contained Python library.. BSD-3
• textacy (🥉25 · ⭐ 1.7K · 📉) - NLP, before and after spaCy. Apache-2
• tesserocr (🥈25 · ⭐ 1.5K · 📉) - A Python wrapper for the tesseract-ocr API. MIT
• DeepSpeech (🥉24 · ⭐ 17K · 📉) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0
• tabulator-py (🥉24 · ⭐ 210 · 📉) - Python library for reading and writing tabular data via streams. MIT
• pyvips (🥉22 · ⭐ 320 · 📉) - python binding for libvips using cffi. MIT
• combo (🥉21 · ⭐ 500 · 📉) - (AAAI' 20) A Python Toolbox for Machine Learning Model.. BSD-2 xgboost
• DALI (🥉17 · ⭐ 3.3K · 📉) - A GPU-accelerated library containing highly optimized building.. Apache-2

Update: 2021.06.03

📈 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.

• Celery (🥇40 · ⭐ 17K · 📈) - Asynchronous task queue/job queue based on distributed message passing. BSD-3
• SymPy (🥇36 · ⭐ 8.1K · 📈) - A computer algebra system written in pure Python. BSD-3
• Albumentations (🥈30 · ⭐ 8.1K · 📈) - Fast image augmentation library and an easy-to-use.. MIT
• AutoKeras (🥇29 · ⭐ 8K · 📈) - AutoML library for deep learning. Apache-2
• pycm (🥈24 · ⭐ 1.1K · 📈) - Multi-class confusion matrix library in Python. MIT
• TensorFlow Privacy (🥈23 · ⭐ 1.4K · 📈) - Library for training machine learning models with.. Apache-2
• Sentinelsat (🥉23 · ⭐ 610 · 📈) - Search and download Copernicus Sentinel satellite images. ❗️GPL-3.0
• checklist (🥈22 · ⭐ 1.4K · 📈) - Beyond Accuracy: Behavioral Testing of NLP models with.. MIT
• lets-plot (🥉22 · ⭐ 620 · 📈) - An open-source plotting library for statistical data. MIT
• pycls (🥉17 · ⭐ 1.6K · 📈) - Codebase for Image Classification Research, written in 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.

• Airflow (🥈32 · ⭐ 22K · 📉) - Platform to programmatically author, schedule, and monitor.. Apache-2
• Tablib (🥈30 · ⭐ 4K · 📉) - Python Module for Tabular Datasets in XLS, CSV, JSON, YAML, &c. MIT
• Cython BLIS (🥈26 · ⭐ 170 · 📉) - Fast matrix-multiplication as a self-contained Python library.. BSD-3
• textacy (🥉25 · ⭐ 1.7K · 📉) - NLP, before and after spaCy. Apache-2
• tesserocr (🥈25 · ⭐ 1.5K · 📉) - A Python wrapper for the tesseract-ocr API. MIT
• DeepSpeech (🥉24 · ⭐ 17K · 📉) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0
• tabulator-py (🥉24 · ⭐ 210 · 📉) - Python library for reading and writing tabular data via streams. MIT
• pyvips (🥉22 · ⭐ 320 · 📉) - python binding for libvips using cffi. MIT
• combo (🥉21 · ⭐ 500 · 📉) - (AAAI' 20) A Python Toolbox for Machine Learning Model.. BSD-2 xgboost
• DALI (🥉17 · ⭐ 3.3K · 📉) - A GPU-accelerated library containing highly optimized building.. Apache-2

Update: 2021.05.13

📈 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.

• jax (🥈34 · ⭐ 13K · 📈) - Composable transformations of Python+NumPy programs: differentiate,.. Apache-2
• tensor2tensor (🥇33 · ⭐ 11K · 📈) - Library of deep learning models and datasets designed.. Apache-2
• fastText (🥇31 · ⭐ 23K · 💤) - Library for fast text representation and classification. MIT
• DeepSpeech (🥇31 · ⭐ 17K · 📈) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0
• flair (🥇31 · ⭐ 10K · 📈) - A very simple framework for state-of-the-art Natural Language.. MIT
• Dopamine (🥇30 · ⭐ 9.4K · 📈) - Dopamine is a research framework for fast prototyping of.. Apache-2
• TextDistance (🥉25 · ⭐ 2K · 📈) - Compute distance between sequences. 30+ algorithms, pure python.. MIT
• TensorTrade (🥈24 · ⭐ 3.2K · 📈) - An open source reinforcement learning framework for.. Apache-2
• NiftyNet (🥉22 · ⭐ 1.3K · 💀) - [unmaintained] An open-source convolutional neural.. Apache-2
• Explainability 360 (🥈22 · ⭐ 830 · 📈) - Interpretability and explainability of data and.. 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.

• Core ML Tools (🥈24 · ⭐ 2.2K · 📉) - Core ML tools contain supporting tools for Core ML model.. BSD-3
• pyclustering (🥈24 · ⭐ 830 · 📉) - pyclustring is a Python, C++ data mining library. BSD-3
• fastNLP (🥉23 · ⭐ 2.1K · 📉) - fastNLP: A Modularized and Extensible NLP Framework. Currently.. Apache-2
• TabPy (🥉23 · ⭐ 1.1K · 📉) - Execute Python code on the fly and display results in Tableau.. MIT
• Satpy (🥉21 · ⭐ 700 · 📉) - Python package for earth-observing satellite data processing. ❗️GPL-3.0
• lore (🥉20 · ⭐ 1.5K · 💤) - Lore makes machine learning approachable for Software Engineers and.. MIT
• fairlearn (🥉20 · ⭐ 790 · 📉) - A Python package to assess and improve fairness of machine.. MIT
• fletcher (🥉19 · ⭐ 210 · 📉) - Pandas ExtensionDType/Array backed by Apache Arrow. MIT
• sklearn-porter (🥉16 · ⭐ 1K · 💀) - Transpile trained scikit-learn estimators to C, Java,.. MIT
• AlphaPy (🥉15 · ⭐ 590 · 📉) - Automated Machine Learning [AutoML] with Python, scikit-learn,.. Apache-2

➕ Added Projects

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

• nnAudio (🥉20 · ⭐ 460 · ➕) - Audio processing by using pytorch 1D convolution network. MIT
• opyrator (🥉17 · ⭐ 2.1K · 🐣) - Turns your machine learning code into microservices with web API,.. MIT

Update: 2021.04.29

📈 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.

• Tensorflow (🥇44 · ⭐ 160K · 📈) - An Open Source Machine Learning Framework for Everyone. Apache-2
• OpenAI Gym (🥇36 · ⭐ 24K · 📈) - A toolkit for developing and comparing reinforcement learning.. MIT
• Arrow (🥇36 · ⭐ 7.8K · 📈) - Apache Arrow is a cross-language development platform for in-.. Apache-2
• pydeck (🥇34 · ⭐ 8.6K · 📈) - WebGL2 powered geospatial visualization layers. MIT
• Optuna (🥇32 · ⭐ 4.5K · 📈) - A hyperparameter optimization framework. MIT
• dask.distributed (🥇32 · ⭐ 1.2K · 📈) - A distributed task scheduler for Dask. BSD-3
• fastText (🥈30 · ⭐ 23K · 💤) - Library for fast text representation and classification. MIT
• tensorboardX (🥈30 · ⭐ 6.9K · 📈) - tensorboard for pytorch (and chainer, mxnet, numpy, ...). MIT
• EasyOCR (🥇29 · ⭐ 11K · 📈) - Ready-to-use OCR with 80+ supported languages and all popular.. Apache-2
• XAI (🥉19 · ⭐ 620 · 📈) - XAI - An eXplainability toolbox for machine learning. 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.

• PyFlink (🥈33 · ⭐ 16K · 📉) - Apache Flink Python API. Apache-2
• flair (🥈30 · ⭐ 10K · 📉) - A very simple framework for state-of-the-art Natural Language.. MIT
• bqplot (🥈28 · ⭐ 3.1K · 📉) - Plotting library for IPython/Jupyter notebooks. Apache-2
• DeepSpeech (🥈26 · ⭐ 17K · 📉) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0
• VisPy (🥉26 · ⭐ 2.6K · 📉) - High-performance interactive 2D/3D data visualization library. BSD-3
• Turi Create (🥉25 · ⭐ 10K · 📉) - Turi Create simplifies the development of custom machine.. BSD-3
• TensorFlow I/O (🥉24 · ⭐ 450 · 📉) - Dataset, streaming, and file system extensions.. Apache-2
• TextDistance (🥉22 · ⭐ 2K · 📉) - Compute distance between sequences. 30+ algorithms, pure python.. MIT
• MONAI (🥉20 · ⭐ 1.9K · 📉) - AI Toolkit for Healthcare Imaging. Apache-2
• fast-bert (🥉20 · ⭐ 1.6K · 📉) - Super easy library for BERT based NLP models. Apache-2

Update: 2021.04.22

📈 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.

• dash (🥇35 · ⭐ 14K · 📈) - Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript.. MIT
• nltk (🥇35 · ⭐ 9.8K · 📈) - Suite of libraries and programs for symbolic and statistical natural.. Apache-2
• DeepSpeech (🥇31 · ⭐ 17K · 📈) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0
• UMAP (🥈31 · ⭐ 4.7K · 📈) - Uniform Manifold Approximation and Projection. BSD-3
• MoviePy (🥈30 · ⭐ 7.5K · 📈) - Video editing with Python. MIT
• pandas-profiling (🥈30 · ⭐ 7.2K · 📈) - Create HTML profiling reports from pandas DataFrame.. MIT
• Sonnet (🥈29 · ⭐ 8.8K · 📈) - TensorFlow-based neural network library. Apache-2
• ftfy (🥈29 · ⭐ 2.9K · 📈) - Fixes mojibake and other glitches in Unicode text, after the fact. MIT
• Hyperas (🥈25 · ⭐ 2.1K · 📈) - Keras + Hyperopt: A very simple wrapper for convenient.. MIT
• PaddleDetection (🥉20 · ⭐ 2.5K · 📈) - Object detection and instance segmentation toolkit.. 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.

• Tensorflow (🥇37 · ⭐ 160K · 📉) - An Open Source Machine Learning Framework for Everyone. Apache-2
• Arrow (🥈35 · ⭐ 7.8K · 📉) - Apache Arrow is a cross-language development platform for in-.. Apache-2
• Ray (🥇32 · ⭐ 16K · 📉) - An open source framework that provides a simple, universal API for.. Apache-2
• Keras (🥈29 · ⭐ 51K · 📉) - Deep Learning for humans. MIT
• PyText (🥉25 · ⭐ 6.2K · 📉) - A natural language modeling framework based on PyTorch. BSD-3
• Hail (🥈24 · ⭐ 720 · 📉) - Scalable genomic data analysis. MIT
• mmdnn (🥈23 · ⭐ 5.3K · 💤) - MMdnn is a set of tools to help users inter-operate among different deep.. MIT
• metric-learn (🥉23 · ⭐ 1.1K · 📉) - Metric learning algorithms in Python. MIT
• messytables (🥉23 · ⭐ 360 · 💀) - Tools for parsing messy tabular data. This is now superseded by.. MIT
• SciSpacy (🥉22 · ⭐ 890 · 📉) - A full spaCy pipeline and models for scientific/biomedical.. Apache-2

Update: 2021.04.15

📈 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.

• scipy (🥇42 · ⭐ 8.1K · 📈) - Ecosystem of open-source software for mathematics, science, and.. BSD-3
• PyTorch (🥇41 · ⭐ 48K · 📈) - Tensors and Dynamic neural networks in Python with strong GPU.. BSD-3
• XGBoost (🥇37 · ⭐ 21K · 📈) - Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT.. Apache-2
• LightGBM (🥇36 · ⭐ 12K · 📈) - A fast, distributed, high performance gradient boosting (GBT, GBDT,.. MIT
• PyFlink (🥈34 · ⭐ 16K · 📈) - Apache Flink Python API. Apache-2
• scikit-image (🥇34 · ⭐ 4.3K · 📈) - Image processing in Python. BSD-2
• TensorFlow Datasets (🥇34 · ⭐ 2.8K · 📈) - TFDS is a collection of datasets ready to use with.. Apache-2
• imgaug (🥇32 · ⭐ 11K · 💤) - Image augmentation for machine learning experiments. MIT
• EfficientNet-PyTorch (🥇27 · ⭐ 5.8K · 📈) - A PyTorch implementation of EfficientNet and.. Apache-2
• T5 (🥉25 · ⭐ 3.3K · 📈) - Code for the paper Exploring the Limits of Transfer Learning with.. 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.

• SymPy (🥇35 · ⭐ 8K · 📉) - A computer algebra system written in pure Python. BSD-3
• ipyparallel (🥈26 · ⭐ 1.9K · 📉) - Interactive Parallel Computing in Python. BSD-3
• MMLSpark (🥉22 · ⭐ 2.3K · 📉) - Microsoft Machine Learning for Apache Spark. MIT
• FinTA (🥉22 · ⭐ 970 · 📉) - Common financial technical indicators implemented in Pandas. ❗️LGPL-3.0
• Darts (🥉21 · ⭐ 800 · 📉) - A python library for easy manipulation and forecasting of time series. Apache-2
• Prince (🥉21 · ⭐ 620 · 📉) - Python factor analysis library (PCA, CA, MCA, MFA, FAMD). MIT
• Sentinelsat (🥉21 · ⭐ 580 · 📉) - Search and download Copernicus Sentinel satellite images. ❗️GPL-3.0
• pivottablejs (🥉19 · ⭐ 430 · 💀) - Dragndrop Pivot Tables and Charts for Jupyter/IPython.. MIT
• TF Compression (🥉18 · ⭐ 460 · 📉) - Data compression in TensorFlow. Apache-2

Update: 2021.04.08

📈 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.

• pandas (🥇43 · ⭐ 29K · 📈) - Flexible and powerful data analysis / manipulation library for.. BSD-3
• networkx (🥇35 · ⭐ 8.9K · 📈) - Network Analysis in Python. BSD-3
• Shapely (🥇34 · ⭐ 2.2K · 📈) - Manipulation and analysis of geometric objects. BSD-3
• Rasterio (🥈32 · ⭐ 1.5K · 📈) - Rasterio reads and writes geospatial raster datasets. BSD-3
• opencv-python (🥇31 · ⭐ 1.9K · 📈) - Automated CI toolchain to produce precompiled opencv-python,.. MIT
• Stable Baselines (🥈26 · ⭐ 3.1K · 📈) - A fork of OpenAI Baselines, implementations of.. MIT
• fancyimpute (🥈26 · ⭐ 950 · 📈) - Multivariate imputation and matrix completion.. Apache-2
• swifter (🥉25 · ⭐ 1.6K · 📈) - A package which efficiently applies any function to a pandas.. MIT
• pyvips (🥉24 · ⭐ 310 · 📈) - python binding for libvips using cffi. MIT
• Orion (🥈24 · ⭐ 190 · 📈) - Asynchronous Distributed Hyperparameter 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.

• Tokenizers (🥈27 · ⭐ 4.4K · 📉) - Fast State-of-the-Art Tokenizers optimized for Research and.. Apache-2
• DeepSpeech (🥈26 · ⭐ 17K · 📉) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0
• T5 (🥉23 · ⭐ 3.3K · 📉) - Code for the paper Exploring the Limits of Transfer Learning with.. Apache-2

Update: 2021.04.01

📈 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.

• gensim (🥇36 · ⭐ 12K · 📈) - Topic Modelling for Humans. ❗️LGPL-2.1
• luigi (🥇33 · ⭐ 14K · 📈) - Luigi is a Python module that helps you build complex pipelines of.. Apache-2
• detectron2 (🥈28 · ⭐ 16K · 📈) - Detectron2 is FAIR's next-generation platform for object.. Apache-2
• ClearML (🥈26 · ⭐ 2.3K · 📈) - ClearML - Auto-Magical Suite of tools to streamline your ML.. Apache-2
• garage (🥈24 · ⭐ 1.1K · 📈) - A toolkit for reproducible reinforcement learning research. MIT
• fancyimpute (🥈24 · ⭐ 950 · 📈) - Multivariate imputation and matrix completion.. Apache-2
• vit-pytorch (🥉20 · ⭐ 3.2K · 🐣) - Implementation of Vision Transformer, a simple way to.. MIT
• ivis (🥉20 · ⭐ 220 · 📈) - Dimensionality reduction in very large datasets using Siamese.. Apache-2
• lightly (🥉19 · ⭐ 690 · 🐣) - A python library for self-supervised learning on images. MIT
• Lambda Networks (🥉17 · ⭐ 1.4K · 🐣) - Implementation of LambdaNetworks, a new approach to.. 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.

• Seaborn (🥇36 · ⭐ 8.3K · 📉) - Statistical data visualization using matplotlib. BSD-3
• StatsModels (🥈32 · ⭐ 6.2K · 📉) - Statsmodels: statistical modeling and econometrics in Python. BSD-3
• xlrd (🥇32 · ⭐ 1.9K · 📉) - Please use openpyxl where you can... BSD-3
• yfinance (🥇28 · ⭐ 4.7K · 📉) - Yahoo! Finance market data downloader (+faster Pandas.. Apache-2
• sktime (🥈24 · ⭐ 3.8K · 📉) - A unified framework for machine learning with time series. BSD-3
• HyperTools (🥉23 · ⭐ 1.6K · 📉) - A Python toolbox for gaining geometric insights into high-.. MIT
• SUOD (🥉20 · ⭐ 250 · 📉) - (MLSys' 21) An Acceleration System for Large-scare Unsupervised.. BSD-2
• NiftyNet (🥉19 · ⭐ 1.3K · 💤) - [unmaintained] An open-source convolutional neural.. Apache-2
• HpBandSter (🥉19 · ⭐ 460 · 💀) - a distributed Hyperband implementation on Steroids. BSD-3
• DeepGraph (🥉16 · ⭐ 230 · 📉) - Analyze Data with Pandas-based Networks. Documentation:. BSD-3

➕ Added Projects

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

• bodywork-core (🥉9 · ⭐ 150 · 🐣) - Deploy machine learning projects developed in Python, to.. ❗️AGPL-3.0

Update: 2021.03.11

📈 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.

• Celery (🥇39 · ⭐ 17K · 📈) - Asynchronous task queue/job queue based on distributed message passing. BSD-3
• Airflow (🥇36 · ⭐ 21K · 📈) - Platform to programmatically author, schedule, and monitor.. Apache-2
• pyproj (🥈31 · ⭐ 580 · 📈) - Python interface to PROJ (cartographic projections and coordinate.. MIT
• Pydub (🥇30 · ⭐ 5.2K · 📈) - Manipulate audio with a simple and easy high level interface. MIT
• PyTorch Geometric (🥇29 · ⭐ 10K · 📈) - Geometric Deep Learning Extension Library for PyTorch. MIT
• torchaudio (🥈29 · ⭐ 1.3K · 📈) - Data manipulation and transformation for audio signal.. BSD-2
• PyTorch Image Models (🥈28 · ⭐ 7.9K · 📈) - PyTorch image models, scripts, pretrained weights --.. Apache-2
• snorkel (🥉28 · ⭐ 4.5K · 📈) - A system for quickly generating training data with weak.. Apache-2
• ipyleaflet (🥉28 · ⭐ 1.1K · 📈) - A Jupyter - Leaflet.js bridge. MIT
• scattertext (🥉24 · ⭐ 1.5K · 📈) - Beautiful visualizations of how language differs among.. 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.

• networkx (🥇33 · ⭐ 8.8K · 📉) - Network Analysis in Python. BSD-3
• dask (🥇32 · ⭐ 8K · 📉) - Parallel computing with task scheduling. BSD-3
• dask.distributed (🥇31 · ⭐ 1.2K · 📉) - A distributed task scheduler for Dask. BSD-3
• torchtext (🥈29 · ⭐ 2.7K · 📉) - Data loaders and abstractions for text and NLP. BSD-3
• baselines (🥇27 · ⭐ 11K · 💀) - OpenAI Baselines: high-quality implementations of reinforcement.. MIT
• tensorpack (🥉27 · ⭐ 6K · 📉) - A Neural Net Training Interface on TensorFlow, with focus.. Apache-2
• stanza (🥈25 · ⭐ 5.3K · 📉) - Official Stanford NLP Python Library for Many Human Languages. Apache-2
• PyCUDA (🥈25 · ⭐ 1.1K · 📉) - CUDA integration for Python, plus shiny features. MIT
• pyopencl (🥈24 · ⭐ 790 · 📉) - OpenCL integration for Python, plus shiny features. MIT
• PyTextRank (🥉22 · ⭐ 1.5K · 📉) - Python implementation of TextRank for phrase extraction and.. MIT

Update: 2021.03.04

📈 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.

• MXNet (🥈34 · ⭐ 19K · 📈) - Lightweight, Portable, Flexible Distributed/Mobile Deep.. Apache-2
• scikit-image (🥇33 · ⭐ 4.2K · 📈) - Image processing in Python. BSD-2
• xmltodict (🥇32 · ⭐ 4.3K · 💤) - Python module that makes working with XML feel like you are.. MIT
• fastText (🥇30 · ⭐ 22K · 💤) - Library for fast text representation and classification. MIT
• VisPy (🥈29 · ⭐ 2.6K · 📈) - High-performance interactive 2D/3D data visualization library. BSD-3
• metric-learn (🥈24 · ⭐ 1.1K · 💤) - Metric learning algorithms in Python. MIT
• bt (🥈24 · ⭐ 980 · 📈) - bt - flexible backtesting for Python. MIT
• DALEX (🥉20 · ⭐ 780 · 📈) - moDel Agnostic Language for Exploration and eXplanation. ❗️GPL-3.0
• SKLL (🥉18 · ⭐ 520 · 📈) - SciKit-Learn Laboratory (SKLL) makes it easy to run.. ❗️BSD-1-Clause
• Hivemind (🥉17 · ⭐ 650 · 📈) - Decentralized deep learning in PyTorch. Built to train models on.. 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.

• numpy (🥇38 · ⭐ 16K · 📉) - The fundamental package for scientific computing with Python. BSD-3
• luigi (🥈32 · ⭐ 14K · 📉) - Luigi is a Python module that helps you build complex pipelines of.. Apache-2
• jieba (🥇30 · ⭐ 26K · 💀) - Chinese Words Segmentation Utilities. MIT
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