Update: 2022.07.28

📈 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.

• Tensorflow (🥇55 · ⭐ 170K · 📈) - An Open Source Machine Learning Framework for Everyone. Apache-2
• wandb client (🥇37 · ⭐ 4.1K · 📈) - A tool for visualizing and tracking your machine learning.. MIT
• BigDL (🥈35 · ⭐ 4K · 📈) - Building Large-Scale AI Applications for Distributed Big Data. Apache-2
• Ludwig (🥈33 · ⭐ 8.4K · 📈) - Data-centric declarative deep learning framework. Apache-2
• NeuralProphet (🥈30 · ⭐ 2.4K · 📈) - NeuralProphet: A simple forecasting package. MIT
• Spektral (🥈30 · ⭐ 2.1K · 📈) - Graph Neural Networks with Keras and Tensorflow 2. MIT
• alibi-detect (🥈29 · ⭐ 1.4K · 📈) - Algorithms for outlier, adversarial and drift detection. Apache-2
• torchdiffeq (🥈27 · ⭐ 4.2K · 📈) - Differentiable ODE solvers with full GPU support and.. MIT
• StatsForecast (🥈26 · ⭐ 820 · 📈) - Lightning fast forecasting with statistical and econometric.. MIT
• parallelformers (🥉18 · ⭐ 490 · 📈) - Parallelformers: An Efficient Model Parallelization.. 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.

• PyFlink (🥈36 · ⭐ 19K · 📉) - Apache Flink Python API. Apache-2
• PyVista (🥈34 · ⭐ 1.4K · 📉) - 3D plotting and mesh analysis through a streamlined interface.. MIT
• Datasette (🥇33 · ⭐ 6.3K · 📉) - An open source multi-tool for exploring and publishing data. Apache-2
• stanza (🥈33 · ⭐ 6.2K · 📉) - Official Stanford NLP Python Library for Many Human Languages. Apache-2
• VisPy (🥈33 · ⭐ 2.9K · 📉) - High-performance interactive 2D/3D data visualization library. BSD-3
• wordcloud (🥈32 · ⭐ 8.9K · 📉) - A little word cloud generator in Python. MIT
• mlpack (🥉31 · ⭐ 4K · 📉) - mlpack: a scalable C++ machine learning library --. BSD-3
• hdbscan (🥈29 · ⭐ 2.2K · 📉) - A high performance implementation of HDBSCAN clustering. BSD-3
• HpBandSter (🥉20 · ⭐ 540 · 📉) - a distributed Hyperband implementation on Steroids. BSD-3
• rliable (🥉11 · ⭐ 450 · 📉) - [NeurIPS21 Outstanding Paper] Library for reliable evaluation on.. Apache-2

Update: 2022.07.21

📈 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 (🥈39 · ⭐ 20K · 📈) - Lightweight, Portable, Flexible Distributed/Mobile Deep.. Apache-2
• PyTorch Image Models (🥇39 · ⭐ 20K · 📈) - PyTorch image models, scripts, pretrained weights --.. Apache-2
• Rasa (🥇39 · ⭐ 15K · 📈) - Open source machine learning framework to automate text- and.. Apache-2
• Milvus (🥇38 · ⭐ 11K · 📈) - Vector database for scalable similarity search and AI applications. Apache-2
• PyFlink (🥈37 · ⭐ 19K · 📈) - Apache Flink Python API. Apache-2
• sentence-transformers (🥇37 · ⭐ 8.1K · 📈) - Multilingual Sentence & Image Embeddings with BERT. Apache-2
• einops (🥉32 · ⭐ 5.4K · 📈) - Deep learning operations reinvented (for pytorch, tensorflow, jax and.. MIT
• CLTK (🥈28 · ⭐ 730 · 📈) - The Classical Language Toolkit. MIT
• Submit it (🥉23 · ⭐ 660 · 📈) - Python 3.6+ toolbox for submitting jobs to Slurm. MIT
• Parfit (🥉16 · ⭐ 200 · 💀) - A package for parallelizing the fit and flexibly scoring of.. 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 (🥈42 · ⭐ 33K · 📉) - Apache Spark Python API. Apache-2
• torchvision (🥇41 · ⭐ 12K · 📉) - Datasets, Transforms and Models specific to Computer Vision. BSD-3
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• MNE (🥇36 · ⭐ 2K · 📉) - MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in.. BSD-3
• Graphviz (🥈34 · ⭐ 1.2K · 📉) - Simple Python interface for Graphviz. MIT
• pyecharts (🥈33 · ⭐ 13K · 📉) - Python Echarts Plotting Library. MIT
• TF-Agents (🥇33 · ⭐ 2.3K · 📉) - TF-Agents: A reliable, scalable and easy to use.. Apache-2
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• Ludwig (🥉31 · ⭐ 8.4K · 📉) - Data-centric declarative deep learning framework. Apache-2
• NeuralProphet (🥈27 · ⭐ 2.4K · 📉) - NeuralProphet: A simple forecasting package. MIT

Update: 2022.07.14

📈 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.

• PyMC3 (🥇40 · ⭐ 6.8K · 📈) - Probabilistic Programming in Python: Bayesian Modeling and.. Apache-2
• PyTorch Image Models (🥇38 · ⭐ 20K · 📈) - PyTorch image models, scripts, pretrained weights --.. Apache-2
• PyCaret (🥇38 · ⭐ 5.9K · 📈) - An open-source, low-code machine learning library in Python. MIT
• pysc2 (🥈30 · ⭐ 7.5K · 📈) - StarCraft II Learning Environment. Apache-2
• BentoML (🥈30 · ⭐ 3.7K · 📈) - Unified Model Serving Framework. Apache-2
• fastNLP (🥈30 · ⭐ 2.6K · 📈) - fastNLP: A Modularized and Extensible NLP Framework. Currently.. Apache-2
• dtreeviz (🥈29 · ⭐ 2.1K · 📈) - A python library for decision tree visualization and model.. MIT
• GeoViews (🥉27 · ⭐ 420 · 📈) - Simple, concise geographical visualization in Python. BSD-3
• pytorch_geometric_temporal (🥈24 · ⭐ 1.6K · 📈) - PyTorch Geometric Temporal: Spatiotemporal Signal.. MIT
• steppy (🥉16 · ⭐ 130 · 💀) - Lightweight, Python library for fast and reproducible experimentation. 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.

• fairseq (🥇38 · ⭐ 18K · 📉) - Facebook AI Research Sequence-to-Sequence Toolkit written in.. MIT
• Rasa (🥇38 · ⭐ 15K · 📉) - Open source machine learning framework to automate text- and.. Apache-2
• tensorflow-hub (🥈34 · ⭐ 3.2K · 📉) - A library for transfer learning by reusing parts of.. Apache-2
• Model Analysis (🥈30 · ⭐ 1.2K · 📉) - Model analysis tools for TensorFlow. Apache-2
• TorchServe (🥈29 · ⭐ 2.7K · 📉) - Serve, optimize and scale PyTorch models in production. Apache-2
• kmodes (🥈29 · ⭐ 1.1K · 📉) - Python implementations of the k-modes and k-prototypes clustering.. MIT
• Satpy (🥉29 · ⭐ 840 · 📉) - Python package for earth-observing satellite data processing. ❗️GPL-3.0
• CLTK (🥉25 · ⭐ 730 · 📉) - The Classical Language Toolkit. MIT
• FATE (🥉24 · ⭐ 4.4K · 📉) - An Industrial Grade Federated Learning Framework. Apache-2
• fast-bert (🥉22 · ⭐ 1.8K · 📉) - Super easy library for BERT based NLP models. Apache-2

Update: 2022.07.07

📈 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 (🥇43 · ⭐ 33K · 📈) - Apache Spark Python API. Apache-2
• Rasa (🥇39 · ⭐ 15K · 📈) - Open source machine learning framework to automate text- and.. Apache-2
• Altair (🥇39 · ⭐ 7.6K · 📈) - Declarative statistical visualization library for Python. BSD-3
• Gradio (🥇35 · ⭐ 7.7K · 📈) - Wrap UIs around any model, share with anyone. Apache-2
• GluonCV (🥈34 · ⭐ 5.2K · 📈) - Gluon CV Toolkit. Apache-2
• nlpaug (🥈31 · ⭐ 3.4K · 📈) - Data augmentation for NLP. MIT
• vidgear (🥈30 · ⭐ 2.3K · 📈) - A High-performance cross-platform Video Processing Python.. Apache-2
• PyStan (🥉27 · ⭐ 190 · 📈) - PyStan, a Python interface to Stan, a platform for statistical.. ISC
• sklearn-evaluation (🥉22 · ⭐ 330 · 📈) - Machine learning model evaluation made easy: plots,.. MIT
• solt (🥉18 · ⭐ 260 · 📈) - Streaming over lightweight data transformations. 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.

• LightGBM (🥈41 · ⭐ 14K · 📉) - A fast, distributed, high performance gradient boosting (GBT, GBDT,.. MIT
• gensim (🥇41 · ⭐ 13K · 📉) - Topic Modelling for Humans. ❗️LGPL-2.1
• Optuna (🥇41 · ⭐ 6.6K · 📉) - A hyperparameter optimization framework. MIT
• Catboost (🥈39 · ⭐ 6.6K · 📉) - A fast, scalable, high performance Gradient Boosting on.. Apache-2
• PaddleHub (🥈31 · ⭐ 8.1K · 📉) - Awesome pre-trained models toolkit based on.. Apache-2
• Catalyst (🥈29 · ⭐ 3K · 📉) - Accelerated deep learning R&D. Apache-2
• NMSLIB (🥈29 · ⭐ 2.8K · 📉) - Non-Metric Space Library (NMSLIB): An efficient similarity search.. Apache-2
• scikit-opt (🥉23 · ⭐ 3.3K · 📉) - Genetic Algorithm, Particle Swarm Optimization, Simulated.. MIT
• pytorch_geometric_temporal (🥉22 · ⭐ 1.6K · 📉) - PyTorch Geometric Temporal: Spatiotemporal Signal.. MIT
• stockstats (🥉22 · ⭐ 1K · 📉) - Supply a wrapper StockDataFrame based on the.. BSD-3

Update: 2022.06.30

📈 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 (🥇44 · ⭐ 19K · 📈) - Composable transformations of Python+NumPy programs: differentiate,.. Apache-2
• Optuna (🥇42 · ⭐ 6.6K · 📈) - A hyperparameter optimization framework. MIT
• MNE (🥇37 · ⭐ 2K · 📈) - MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in.. BSD-3
• Wand (🥈33 · ⭐ 1.2K · 📈) - The ctypes-based simple ImageMagick binding for Python. MIT
• mahotas (🥉28 · ⭐ 760 · 📈) - Computer Vision in Python. MIT
• Explainability 360 (🥈26 · ⭐ 1.1K · 📈) - Interpretability and explainability of data and.. Apache-2
• DIG (🥈24 · ⭐ 1.2K · 📈) - A library for graph deep learning research. ❗️GPL-3.0
• metricflow (🥉19 · ⭐ 610 · 🐣) - MetricFlow allows you to define, build, and maintain.. ❗️AGPL-3.0
• dstack (🥉16 · ⭐ 50 · 🐣) - dstack: Your new home for building AI apps. Apache-2
• jaxdf (🥉10 · ⭐ 50 · 📈) - A JAX-based research framework for writing differentiable.. ❗️LGPL-3.0

📉 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.

• pytorch-lightning (🥈40 · ⭐ 19K · 📉) - Build high-performance AI models with PyTorch.. Apache-2
• PyMC3 (🥇39 · ⭐ 6.7K · 📉) - Probabilistic Programming in Python: Bayesian Modeling and.. Apache-2
• Altair (🥈36 · ⭐ 7.6K · 📉) - Declarative statistical visualization library for Python. BSD-3
• Tensorflow (🥈35 · ⭐ 170K · 📉) - An Open Source Machine Learning Framework for Everyone. Apache-2
• Chainer (🥈34 · ⭐ 5.7K · 📉) - A flexible framework of neural networks for deep learning. MIT
• sktime (🥇34 · ⭐ 5.5K · 📉) - A unified framework for machine learning with time series. BSD-3
• InsightFace (🥈33 · ⭐ 12K · 📉) - State-of-the-art 2D and 3D Face Analysis Project. MIT
• Bayesian Optimization (🥈32 · ⭐ 6.1K · 📉) - A Python implementation of global optimization with.. MIT
• GluonCV (🥈32 · ⭐ 5.2K · 📉) - Gluon CV Toolkit. Apache-2
• tffm (🥉19 · ⭐ 780 · 📉) - TensorFlow implementation of an arbitrary order Factorization Machine. MIT

➕ Added Projects

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

• Plotly-Resampler (🥉21 · ⭐ 440 · ➕) - Visualize large time series data with plotly.py. MIT
• tsflex (🥉16 · ⭐ 160 · ➕) - Flexible time series feature extraction & processing. MIT

Update: 2022.06.23

📈 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.

• Ray (🥇44 · ⭐ 21K · 📈) - An open source framework that provides a simple, universal API for.. Apache-2
• PyMC3 (🥇40 · ⭐ 6.7K · 📈) - Probabilistic Programming in Python: Bayesian Modeling and.. Apache-2
• Rasterio (🥇38 · ⭐ 1.7K · 📈) - Rasterio reads and writes geospatial raster datasets. BSD-3
• MoviePy (🥇37 · ⭐ 9.3K · 📈) - Video editing with Python. MIT
• PySyft (🥇36 · ⭐ 8.2K · 📈) - A library for answering questions using data you cannot see. Apache-2
• GeoPandas (🥈36 · ⭐ 3.2K · 📈) - Python tools for geographic data. BSD-3
• Flax (🥈36 · ⭐ 3.2K · 📈) - Flax is a neural network library for JAX that is designed for.. Apache-2
• VisPy (🥈35 · ⭐ 2.9K · 📈) - High-performance interactive 2D/3D data visualization library. BSD-3
• pingouin (🥉30 · ⭐ 1.1K · 📈) - Statistical package in Python based on Pandas. ❗️GPL-3.0
• rliable (🥉14 · ⭐ 430 · 📈) - [NeurIPS21 Outstanding Paper] Library for reliable evaluation on.. 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.

• jax (🥇43 · ⭐ 19K · 📉) - Composable transformations of Python+NumPy programs: differentiate,.. Apache-2
• shap (🥇41 · ⭐ 17K · 📉) - A game theoretic approach to explain the output of any machine learning.. MIT
• Altair (🥈37 · ⭐ 7.6K · 📉) - Declarative statistical visualization library for Python. BSD-3
• PyOD (🥇35 · ⭐ 5.8K · 📉) - A Comprehensive and Scalable Python Library for Outlier Detection.. BSD-2
• Kornia (🥈34 · ⭐ 6.7K · 📉) - Open Source Differentiable Computer Vision Library. Apache-2
• tensor2tensor (🥈33 · ⭐ 12K · 📉) - Library of deep learning models and datasets designed.. Apache-2
• Annoy (🥈32 · ⭐ 10K · 📉) - Approximate Nearest Neighbors in C++/Python optimized for memory.. Apache-2
• SMAC3 (🥈26 · ⭐ 700 · 📉) - Sequential Model-based Algorithm Configuration. ❗️BSD-1-Clause
• PipelineDP (🥉19 · ⭐ 220 · 📉) - PipelineDP is a Python framework for applying differentially.. Apache-2
• steppy (🥉14 · ⭐ 130 · 💀) - Lightweight, Python library for fast and reproducible experimentation. MIT

Update: 2022.06.19

📈 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.

• networkx (🥇45 · ⭐ 11K · 📈) - Network Analysis in Python. BSD-3
• folium (🥇36 · ⭐ 5.8K · 📈) - Python Data. Leaflet.js Maps. MIT
• yfinance (🥇35 · ⭐ 7.2K · 📈) - Download market data from Yahoo! Finances API. Apache-2
• Netron (🥇34 · ⭐ 19K · 📈) - Visualizer for neural network, deep learning, and machine.. MIT
• Autograd (🥇34 · ⭐ 5.8K · 📈) - Efficiently computes derivatives of numpy code. MIT
• Annoy (🥈33 · ⭐ 10K · 📈) - Approximate Nearest Neighbors in C++/Python optimized for memory.. Apache-2
• datashader (🥈33 · ⭐ 2.8K · 📈) - Quickly and accurately render even the largest data. BSD-3
• PaddleHub (🥈32 · ⭐ 8.1K · 📈) - Awesome pre-trained models toolkit based on.. Apache-2
• agate (🥈31 · ⭐ 1.1K · 💤) - A Python data analysis library that is optimized for humans instead of.. MIT
• yellowbrick (🥈30 · ⭐ 3.6K · 📈) - 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.

• PyMC3 (🥇39 · ⭐ 6.7K · 📉) - Probabilistic Programming in Python: Bayesian Modeling and.. Apache-2
• PaddleOCR (🥇37 · ⭐ 23K · 📉) - Awesome multilingual OCR toolkits based on PaddlePaddle.. Apache-2
• PyTorch Image Models (🥇37 · ⭐ 19K · 📉) - PyTorch image models, scripts, pretrained weights --.. Apache-2
• Milvus (🥇37 · ⭐ 11K · 📉) - Vector database for scalable similarity search and AI applications. Apache-2
• stanza (🥈35 · ⭐ 6.2K · 📉) - Official Stanford NLP Python Library for Many Human Languages. Apache-2
• wandb client (🥈35 · ⭐ 4K · 📉) - A tool for visualizing and tracking your machine learning.. MIT
• tensorboardX (🥈34 · ⭐ 7.4K · 📉) - tensorboard for pytorch (and chainer, mxnet, numpy, ...). MIT
• Face Recognition (🥈33 · ⭐ 45K · 📉) - The worlds simplest facial recognition api for Python.. MIT
• category_encoders (🥈33 · ⭐ 2K · 📉) - A library of sklearn compatible categorical variable.. BSD-3
• TensorForce (🥉24 · ⭐ 3.1K · 📉) - Tensorforce: a TensorFlow library for applied.. Apache-2

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• mpld3 (🥉29 · ⭐ 2.2K · ➕) - D3 Renderings of Matplotlib Graphics. BSD-3
• ColossalAI (🥉26 · ⭐ 4K · ➕) - Colossal-AI: A Unified Deep Learning System for Big Model Era. Apache-2
• uber/orbit (🥈26 · ⭐ 1.4K · ➕) - A Python package for Bayesian forecasting with object-.. Apache-2
• DeepKE (🥉25 · ⭐ 1.2K · ➕) - An Open Toolkit for Knowledge Graph Extraction and Construction. MIT
• doctr (🥉25 · ⭐ 1.1K · ➕) - docTR (Document Text Recognition) - a seamless, high-.. Apache-2
• hls4ml (🥉25 · ⭐ 660 · ➕) - Machine learning on FPGAs using HLS. Apache-2
• torchrec (🥉24 · ⭐ 1K · ➕) - Pytorch domain library for recommendation systems. BSD-3
• evaluate (🥉24 · ⭐ 760 · 🐣) - A library for easily evaluating machine learning models and.. Apache-2
• optimum (🥈24 · ⭐ 560 · ➕) - Accelerate training and inference of Transformers with easy to.. Apache-2
• kubric (🥉23 · ⭐ 1.5K · ➕) - A data generation pipeline for creating semi-realistic synthetic.. Apache-2
• Merlin (🥉22 · ⭐ 260 · ➕) - NVIDIA Merlin is an open source library providing end-to-end GPU-.. Apache-2
• promptsource (🥉21 · ⭐ 670 · ➕) - Toolkit for creating, sharing and using natural language.. Apache-2
• PipelineDP (🥉21 · ⭐ 220 · ➕) - PipelineDP is a Python framework for applying differentially.. Apache-2
• ffcv (🥉19 · ⭐ 2.1K · ➕) - FFCV: Fast Forward Computer Vision (and other ML workloads!). Apache-2
• anomalib (🥉19 · ⭐ 900 · ➕) - An anomaly detection library comprising state-of-the-art.. Apache-2
• evojax (🥉19 · ⭐ 490 · 🐣) - EvoJAX: Hardware-accelerated Neuroevolution. Apache-2
• Quantus (🥉18 · ⭐ 200 · ➕) - Quantus is an eXplainable AI toolkit for responsible.. ❗️CC-BY-NC-SA-3.0
• OMLT (🥉18 · ⭐ 130 · ➕) - Represent trained machine learning models as Pyomo optimization.. BSD-3
• <a href="https:...

Update: 2022.06.16

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• NiBabel (🥈34 · ⭐ 480 · 📈) - Python package to access a cacophony of neuro-imaging file formats. MIT
• spleeter (🥈29 · ⭐ 20K · 📈) - Deezer source separation library including pretrained models. MIT
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• PaddleHub (🥈31 · ⭐ 8.1K · 📉) - Awesome pre-trained models toolkit based on.. Apache-2
• Wand (🥈31 · ⭐ 1.2K · 📉) - The ctypes-based simple ImageMagick binding for Python. MIT
• ipyparallel (🥈30 · ⭐ 2.2K · 📉) - IPython Parallel: Interactive Parallel Computing in.. ❗Unlicensed
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Update: 2022.06.09

📈 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.

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• MXNet (🥈38 · ⭐ 20K · 📉) - Lightweight, Portable, Flexible Distributed/Mobile Deep.. Apache-2
• PyTorch Geometric (🥇37 · ⭐ 15K · 📉) - Graph Neural Network Library for PyTorch. MIT
• MoviePy (🥇36 · ⭐ 9.3K · 📉) - Video editing with Python. MIT
• Tensorflow (🥈35 · ⭐ 170K · 📉) - An Open Source Machine Learning Framework for Everyone. Apache-2
• Flax (🥈35 · ⭐ 3.1K · 📉) - Flax is a neural network library for JAX that is designed for.. Apache-2
• PyQtGraph (🥈33 · ⭐ 2.8K · 📉) - Fast data visualization and GUI tools for scientific / engineering.. MIT
• Geocoder (🥉32 · ⭐ 1.4K · 💀) - Python Geocoder. MIT
• FiftyOne (🥈32 · ⭐ 1.3K · 📉) - Visualize, create, and debug image and video datasets.. Apache-2
• NiBabel (🥈32 · ⭐ 480 · 📉) - Python package to access a cacophony of neuro-imaging file formats. MIT
• DeepSpeech (🥉21 · ⭐ 19K · 📉) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0

Update: 2022.06.02

📈 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.

• Pillow (🥇47 · ⭐ 9.8K · 📈) - The friendly PIL fork (Python Imaging Library). ❗️PIL
• Fastai (🥈41 · ⭐ 22K · 📈) - The fastai deep learning library. Apache-2
• Prefect (🥇38 · ⭐ 9.2K · 📈) - The easiest way to automate your data. Apache-2
• MLxtend (🥇36 · ⭐ 4K · 📈) - A library of extension and helper modules for Pythons data.. BSD-3
• tensorboardX (🥈34 · ⭐ 7.3K · 📈) - tensorboard for pytorch (and chainer, mxnet, numpy, ...). MIT
• NeMo (🥈31 · ⭐ 4.3K · 📈) - NeMo: a toolkit for conversational AI. Apache-2
• STUMPY (🥈31 · ⭐ 2.3K · 📈) - STUMPY is a powerful and scalable Python library for modern time.. BSD-3
• DoWhy (🥈30 · ⭐ 4.1K · 📈) - DoWhy is a Python library for causal inference that supports explicit.. MIT
• Karate Club (🥈25 · ⭐ 1.6K · 📈) - Karate Club: An API Oriented Open-source Python Framework.. ❗️GPL-3.0
• pytorch_tabular (🥈19 · ⭐ 600 · 📈) - A standard framework for modelling Deep 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.

• nltk (🥇43 · ⭐ 11K · 📉) - Suite of libraries and programs for symbolic and statistical natural.. Apache-2
• MXNet (🥈39 · ⭐ 20K · 📉) - Lightweight, Portable, Flexible Distributed/Mobile Deep.. Apache-2
• rq (🥇38 · ⭐ 8.3K · 📉) - Simple job queues for Python. BSD-3
• Altair (🥇38 · ⭐ 7.5K · 📉) - Declarative statistical visualization library for Python. BSD-3
• Gradio (🥇32 · ⭐ 7.2K · 📉) - Wrap UIs around any model, share with anyone. Apache-2
• lightfm (🥈26 · ⭐ 4K · 📉) - A Python implementation of LightFM, a hybrid recommendation.. Apache-2
• textacy (🥉26 · ⭐ 1.9K · 📉) - NLP, before and after spaCy. Apache-2
• mljar-supervised (🥈26 · ⭐ 1.9K · 📉) - Python package for AutoML on Tabular Data with Feature.. MIT
• DeepVariant (🥉23 · ⭐ 2.5K · 📉) - DeepVariant is an analysis pipeline that uses a deep.. BSD-3
• nptsne (🥉12 · ⭐ 28 · 💀) - nptsne is a numpy compatible python binary package that offers a.. Apache-2