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.

• pandas-ai (🥉22 · ⭐ 6.1K · 🐣) - Pandas AI is a Python library that integrates generative.. MIT

Update: 2023.05.11

📈 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.

• PySpark (🥇45 · ⭐ 36K · 📈) - Apache Spark Python API. Apache-2
• CuPy (🥇38 · ⭐ 6.9K · 📈) - NumPy & SciPy for GPU. MIT
• SpeechRecognition (🥈34 · ⭐ 7.2K · 📈) - Speech recognition module for Python, supporting.. BSD-3
• wordcloud (🥈33 · ⭐ 9.4K · 📈) - A little word cloud generator in Python. MIT
• librosa (🥈33 · ⭐ 5.9K · 📈) - Python library for audio and music analysis. ISC
• geopy (🥈33 · ⭐ 4K · 📈) - Geocoding library for Python. MIT
• EfficientNet-PyTorch (🥈27 · ⭐ 7.4K · 💀) - A PyTorch implementation of EfficientNet and.. Apache-2
• pandas-profiling (🥉26 · ⭐ 10K · 📈) - Deprecated pandas-profiling package, use ydata-.. MIT
• vega (🥉25 · ⭐ 350 · 📈) - IPython/Jupyter notebook module for Vega and Vega-Lite. BSD-3
• sklearn-evaluation (🥉20 · ⭐ 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
• Catboost (🥈36 · ⭐ 7.1K · 📉) - A fast, scalable, high performance Gradient Boosting on.. Apache-2
• huggingface_hub (🥈29 · ⭐ 870 · 📉) - All the open source things related to the Hugging Face.. Apache-2
• CNTK (🥉27 · ⭐ 17K · 💤) - Microsoft Cognitive Toolkit (CNTK), an open source deep-learning.. ❗Unlicensed
• Perspective (🥉27 · ⭐ 6.2K · 📉) - A data visualization and analytics component,.. Apache-2
• Tesseract (🥉26 · ⭐ 4.8K · 📉) - Python-tesseract is an optical character recognition (OCR).. Apache-2
• pythreejs (🥉25 · ⭐ 870 · 📉) - A Jupyter - Three.js bridge. ❗Unlicensed
• langid (🥉23 · ⭐ 2.1K · 💀) - Stand-alone language identification system. ❗Unlicensed
• backprop (🥉9 · ⭐ 240 · 💀) - Backprop makes it simple to use, finetune, and deploy state-.. ❗Unlicensed

Update: 2023.05.04

📈 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.

• mlflow (🥇44 · ⭐ 14K · 📈) - Open source platform for the machine learning lifecycle. Apache-2
• PyTorch Geometric (🥇38 · ⭐ 18K · 📈) - Graph Neural Network Library for PyTorch. MIT
• NeMo (🥇35 · ⭐ 6.5K · 📈) - NeMo: a toolkit for conversational AI. Apache-2
• ivy (🥈33 · ⭐ 11K · 📈) - The Unified Machine Learning Framework. Apache-2
• Perspective (🥈30 · ⭐ 6.2K · 📈) - A data visualization and analytics component,.. Apache-2
• pygraphistry (🥈30 · ⭐ 1.8K · 📈) - PyGraphistry is a Python library to quickly load,.. BSD-3
• pythreejs (🥈29 · ⭐ 860 · 📈) - A Jupyter - Three.js bridge. BSD-3
• langid (🥈27 · ⭐ 2.1K · 💀) - Stand-alone language identification system. BSD-3
• OMLT (🥉19 · ⭐ 200 · 📈) - Represent trained machine learning models as Pyomo optimization.. BSD-3
• Headliner (🥉14 · ⭐ 230 · 💀) - Easy training and deployment of seq2seq models. 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-lightning (🥈38 · ⭐ 23K · 📉) - Deep learning framework to train, deploy, and ship AI.. Apache-2
• torchvision (🥇36 · ⭐ 14K · 📉) - Datasets, Transforms and Models specific to Computer Vision. BSD-3
• wordcloud (🥉28 · ⭐ 9.4K · 📉) - A little word cloud generator in Python. MIT
• librosa (🥈28 · ⭐ 5.9K · 📉) - Python library for audio and music analysis. ISC
• geopy (🥉27 · ⭐ 3.9K · 📉) - Geocoding library for Python. MIT
• EfficientNet-PyTorch (🥉22 · ⭐ 7.4K · 💀) - A PyTorch implementation of EfficientNet and.. Apache-2
• vega (🥉20 · ⭐ 340 · 📉) - IPython/Jupyter notebook module for Vega and Vega-Lite. BSD-3
• scikit-rebate (🥉16 · ⭐ 380 · 💀) - A scikit-learn-compatible Python implementation of.. MIT
• pandas-profiling (🥉13 · 📉) - Generate profile report for pandas DataFrame. ❗Unlicensed
• sklearn-evaluation (🥉11 · 🐣) - Machine learning model evaluation made easy: plots, tables,.. MIT

Update: 2023.04.27

📈 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 (🥈40 · ⭐ 7.1K · 📈) - A fast, scalable, high performance Gradient Boosting on.. Apache-2
• PyTorch Image Models (🥇38 · ⭐ 25K · 📈) - PyTorch image models, scripts, pretrained weights --.. Apache-2
• TensorFlow Datasets (🥇36 · ⭐ 3.8K · 📈) - TFDS is a collection of datasets ready to use with.. Apache-2
• wordcloud (🥈33 · ⭐ 9.4K · 📈) - A little word cloud generator in Python. MIT
• H2O-3 (🥈33 · ⭐ 6.2K · 📈) - H2O is an Open Source, Distributed, Fast & Scalable Machine.. Apache-2
• Tesseract (🥇32 · ⭐ 4.8K · 📈) - Python-tesseract is an optical character recognition (OCR).. Apache-2
• EfficientNet-PyTorch (🥈27 · ⭐ 7.4K · 💀) - A PyTorch implementation of EfficientNet and.. Apache-2
• pandas-profiling (🥉26 · ⭐ 10K · 📈) - Deprecated pandas-profiling package, use ydata-.. MIT
• vega (🥉25 · ⭐ 340 · 📈) - IPython/Jupyter notebook module for Vega and Vega-Lite. BSD-3
• DeepMatcher (🥉23 · ⭐ 4.6K · 💀) - 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.

• Bokeh (🥇39 · ⭐ 18K · 📉) - Interactive Data Visualization in the browser, from Python. BSD-3
• Plotly (🥈36 · ⭐ 13K · 📉) - The interactive graphing library for Python This project now includes.. MIT
• ivy (🥉30 · ⭐ 10K · 📉) - The Unified Machine Learning Framework. ❗Unlicensed
• HoloViews (🥈30 · ⭐ 2.4K · 📉) - With Holoviews, your data visualizes itself. BSD-3
• opencv-python (🥉28 · ⭐ 3.4K · 📉) - Automated CI toolchain to produce precompiled opencv-python,.. MIT
• PyQtGraph (🥉28 · ⭐ 3.2K · 📉) - Fast data visualization and GUI tools for scientific /.. ❗Unlicensed
• Perspective (🥉27 · ⭐ 6.2K · 📉) - A data visualization and analytics component,.. Apache-2
• Augmentor (🥉25 · ⭐ 4.9K · 📉) - Image augmentation library in Python for machine learning. MIT
• pythreejs (🥉25 · ⭐ 860 · 📉) - A Jupyter - Three.js bridge. ❗Unlicensed
• OMLT (🥉15 · ⭐ 200 · 📉) - Represent trained machine learning models as Pyomo optimization.. ❗Unlicensed

Update: 2023.04.20

📈 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.

• Gradio (🥇40 · ⭐ 16K · 📈) - Wrap UIs around any model, share with anyone. Apache-2
• Faiss (🥇38 · ⭐ 21K · 📈) - A library for efficient similarity search and clustering of dense vectors. MIT
• haystack (🥇36 · ⭐ 8.3K · 📈) - Haystack is an open source NLP framework to interact with your.. Apache-2
• MONAI (🥇36 · ⭐ 4K · 📈) - AI Toolkit for Healthcare Imaging. Apache-2
• TF Addons (🥇36 · ⭐ 1.6K · 📈) - Useful extra functionality for TensorFlow 2.x maintained.. Apache-2
• einops (🥈35 · ⭐ 6.7K · 📈) - Deep learning operations reinvented (for pytorch, tensorflow, jax and.. MIT
• hmmlearn (🥈32 · ⭐ 2.8K · 📈) - Hidden Markov Models in Python, with scikit-learn like API. BSD-3
• pomegranate (🥈31 · ⭐ 3.1K · 📈) - Fast, flexible and easy to use probabilistic modelling in Python. MIT
• DeepKE (🥈29 · ⭐ 1.8K · 📈) - An Open Toolkit for Knowledge Graph Extraction and Construction.. MIT
• pyRDF2Vec (🥉22 · ⭐ 190 · 📈) - Python Implementation and Extension of RDF2Vec. 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
• Catboost (🥈36 · ⭐ 7.1K · 📉) - A fast, scalable, high performance Gradient Boosting on.. Apache-2
• PyFlink (🥉32 · ⭐ 21K · 📉) - Apache Flink Python API. Apache-2
• TensorFlow Datasets (🥈32 · ⭐ 3.8K · 📉) - TFDS is a collection of datasets ready to use with.. Apache-2
• Tesseract (🥉27 · ⭐ 4.8K · 📉) - Python-tesseract is an optical character recognition (OCR).. Apache-2
• Pillow-SIMD (🥉23 · ⭐ 2K · 💤) - The friendly PIL fork. ❗️PIL
• eli5 (🥉22 · ⭐ 2.7K · 💀) - A library for debugging/inspecting machine learning classifiers and.. MIT
• vega (🥉20 · ⭐ 340 · 📉) - IPython/Jupyter notebook module for Vega and Vega-Lite. BSD-3
• DeepMatcher (🥉18 · ⭐ 480 · 💀) - Python package for performing Entity and Text Matching using.. BSD-3
• pandas-profiling (🥉13 · 📉) - Generate profile report for pandas DataFrame. ❗Unlicensed

Update: 2023.04.13

📈 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 (🥈44 · ⭐ 23K · 📈) - Composable transformations of Python+NumPy programs: differentiate,.. Apache-2
• Catboost (🥈42 · ⭐ 7.1K · 📈) - A fast, scalable, high performance Gradient Boosting on.. Apache-2
• GeoPandas (🥇40 · ⭐ 3.6K · 📈) - Python tools for geographic data. BSD-3
• DeepChem (🥇38 · ⭐ 4.3K · 📈) - Democratizing Deep-Learning for Drug Discovery, Quantum.. MIT
• MNE (🥇38 · ⭐ 2.2K · 📈) - MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in.. BSD-3
• sentencepiece (🥇36 · ⭐ 7.1K · 📈) - Unsupervised text tokenizer for Neural Network-based.. Apache-2
• Annoy (🥈35 · ⭐ 11K · 📈) - Approximate Nearest Neighbors in C++/Python optimized for memory.. Apache-2
• pytorch-forecasting (🥈29 · ⭐ 2.7K · 📈) - Time series forecasting with PyTorch. MIT
• scikit-survival (🥈29 · ⭐ 920 · 📈) - Survival analysis built on top of scikit-learn. ❗️GPL-3.0
• FATE (🥉26 · ⭐ 5K · 📈) - An Industrial Grade Federated Learning Framework. 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.

• scikit-image (🥇42 · ⭐ 5.3K · 📉) - Image processing in Python. ❗Unlicensed
• Gradio (🥇38 · ⭐ 16K · 📉) - Wrap UIs around any model, share with anyone. Apache-2
• SageMaker SDK (🥈37 · ⭐ 1.8K · 📉) - A library for training and deploying machine learning.. Apache-2
• sktime (🥇36 · ⭐ 6.4K · 📉) - A unified framework for machine learning with time series. BSD-3
• Prophet (🥇35 · ⭐ 16K · 📉) - Tool for producing high quality forecasts for time series data that.. MIT
• ChatterBot (🥇35 · ⭐ 13K · 💀) - ChatterBot is a machine learning, conversational dialog engine.. BSD-3
• spark-nlp (🥇35 · ⭐ 3.2K · 📉) - State of the Art Natural Language Processing. Apache-2
• HoloViews (🥈35 · ⭐ 2.4K · 📉) - With Holoviews, your data visualizes itself. BSD-3
• BentoML (🥈34 · ⭐ 4.7K · 📉) - Unified Model Serving Framework. Apache-2
• CuPy (🥉25 · ⭐ 6.8K · 📉) - NumPy & SciPy for GPU. MIT

Update: 2023.04.06

📈 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.

• scipy (🥇49 · ⭐ 11K · 📈) - Ecosystem of open-source software for mathematics, science, and.. BSD-3
• CuPy (🥇38 · ⭐ 6.8K · 📈) - NumPy & SciPy for GPU. MIT
• Recommenders (🥇34 · ⭐ 15K · 📈) - Best Practices on Recommendation Systems. MIT
• textacy (🥈34 · ⭐ 2K · 📈) - NLP, before and after spaCy. Apache-2
• DeepSpeech (🥈33 · ⭐ 22K · 💀) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0
• Coqui TTS (🥈33 · ⭐ 10K · 📈) - - a deep learning toolkit for Text-to-Speech, battle-.. MPL-2.0
• TF Model Optimization (🥈32 · ⭐ 1.4K · 📈) - A toolkit to optimize ML models for deployment for.. Apache-2
• gpustat (🥈30 · ⭐ 3.3K · 📈) - A simple command-line utility for querying and monitoring GPU status. MIT
• facenet-pytorch (🥉28 · ⭐ 3.4K · 📈) - Pretrained Pytorch face detection (MTCNN) and facial.. MIT
• model-card-toolkit (🥉21 · ⭐ 360 · 📈) - A toolkit that streamlines and automates the.. 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.

• MXNet (🥈38 · ⭐ 20K · 📉) - Lightweight, Portable, Flexible Distributed/Mobile Deep.. Apache-2
• PyTorch Image Models (🥇37 · ⭐ 25K · 📉) - PyTorch image models, scripts, pretrained weights --.. Apache-2
• MMDetection (🥇37 · ⭐ 24K · 📉) - OpenMMLab Detection Toolbox and Benchmark. Apache-2
• adapter-transformers (🥈32 · ⭐ 1.4K · 📉) - Huggingface Transformers + Adapters =. Apache-2 huggingface
• Qlib (🥈29 · ⭐ 11K · 📉) - Qlib is an AI-oriented quantitative investment platform, which aims.. MIT
• pretrainedmodels (🥇29 · ⭐ 8.7K · 💀) - Pretrained ConvNets for pytorch: NASNet, ResNeXt,.. BSD-3
• GluonCV (🥈29 · ⭐ 5.5K · 📉) - Gluon CV Toolkit. Apache-2
• PyCUDA (🥈29 · ⭐ 1.5K · 📉) - CUDA integration for Python, plus shiny features. MIT
• vidgear (🥉27 · ⭐ 2.7K · 📉) - A High-performance cross-platform Video Processing Python.. Apache-2
• PyText (🥉23 · ⭐ 6.4K · 📉) - A natural language modeling framework based on PyTorch. BSD-3

Update: 2023.03.30

📈 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.

• torchvision (🥇43 · ⭐ 14K · 📈) - Datasets, Transforms and Models specific to Computer Vision. BSD-3
• dash (🥇41 · ⭐ 18K · 📈) - Data Apps & Dashboards for Python. No JavaScript Required. MIT
• Theano (🥈38 · ⭐ 9.7K · 📈) - Theano was a Python library that allows you to define, optimize, and.. BSD-3
• fastText (🥈35 · ⭐ 24K · 💤) - Library for fast text representation and classification. MIT
• jellyfish (🥈34 · ⭐ 1.8K · 📈) - a python library for doing approximate and phonetic matching of.. MIT
• Opacus (🥈30 · ⭐ 1.4K · 📈) - Training PyTorch models with differential privacy. Apache-2
• Augmentor (🥉28 · ⭐ 4.9K · 📈) - Image augmentation library in Python for machine learning. MIT
• fklearn (🥉25 · ⭐ 1.4K · 📈) - fklearn: Functional Machine Learning. Apache-2
• Auto TS (🥉20 · ⭐ 560 · 📈) - Automatically build ARIMA, SARIMAX, VAR, FB Prophet and XGBoost.. Apache-2
• NeuroNER (🥉19 · ⭐ 1.6K · 💀) - Named-entity recognition using neural networks. Easy-to-use 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.

• scipy (🥇47 · ⭐ 11K · 📉) - Ecosystem of open-source software for mathematics, science, and.. BSD-3
• Altair (🥇41 · ⭐ 8.1K · 📉) - Declarative statistical visualization library for Python. BSD-3
• Gradio (🥇38 · ⭐ 15K · 📉) - Wrap UIs around any model, share with anyone. Apache-2
• tensorflow-hub (🥇35 · ⭐ 3.3K · 📉) - A library for transfer learning by reusing parts of.. Apache-2
• einops (🥈34 · ⭐ 6.6K · 📉) - Deep learning operations reinvented (for pytorch, tensorflow, jax and.. MIT
• PaddleHub (🥈32 · ⭐ 11K · 📉) - Awesome pre-trained models toolkit based on PaddlePaddle... Apache-2
• scikit-survival (🥈26 · ⭐ 920 · 📉) - Survival analysis built on top of scikit-learn. ❗️GPL-3.0
• sense2vec (🥉23 · ⭐ 1.5K · 📉) - Contextually-keyed word vectors. MIT
• pyvips (🥉23 · ⭐ 490 · 📉) - python binding for libvips using cffi. MIT
• LazyCluster (🥉12 · ⭐ 44 · 💀) - Distributed machine learning made simple. Apache-2

Update: 2023.03.23

📈 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.

• SymPy (🥇47 · ⭐ 10K · 📈) - A computer algebra system written in pure Python. BSD-3
• spaCy (🥇44 · ⭐ 26K · 📈) - Industrial-strength Natural Language Processing (NLP) in Python. MIT
• dlib (🥈40 · ⭐ 12K · 📈) - A toolkit for making real world machine learning and data analysis.. ❗️BSL-1.0
• metrics (🥈35 · ⭐ 1.3K · 📈) - Machine learning metrics for distributed, scalable PyTorch.. Apache-2
• pingouin (🥈31 · ⭐ 1.3K · 📈) - Statistical package in Python based on Pandas. ❗️GPL-3.0
• StatsForecast (🥈29 · ⭐ 2.4K · 📈) - Lightning fast forecasting with statistical and.. Apache-2
• dstack (🥉25 · ⭐ 590 · 📈) - Define ML workflows as code and run via CLI. Use any cloud... MPL-2.0
• Torchmeta (🥉23 · ⭐ 1.8K · 💀) - A collection of extensions and data-loaders for few-shot.. MIT
• torch-cluster (🥉23 · ⭐ 620 · 📈) - PyTorch Extension Library of Optimized Graph Cluster.. MIT
• steppy (🥉16 · ⭐ 140 · 💀) - 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.

• TensorFlow Datasets (🥇36 · ⭐ 3.8K · 📉) - TFDS is a collection of datasets ready to use with.. Apache-2
• carla (🥇35 · ⭐ 9K · 📉) - Open-source simulator for autonomous driving research. MIT
• Albumentations (🥈34 · ⭐ 12K · 📉) - Fast image augmentation library and an easy-to-use.. MIT
• Netron (🥇33 · ⭐ 22K · 📉) - Visualizer for neural network, deep learning, and machine.. MIT
• tensor2tensor (🥈33 · ⭐ 13K · 📉) - Library of deep learning models and datasets designed.. Apache-2
• Datasette (🥈33 · ⭐ 7.3K · 📉) - An open source multi-tool for exploring and publishing data. Apache-2
• librosa (🥈33 · ⭐ 5.8K · 📉) - Python library for audio and music analysis. ISC
• fastText (🥈32 · ⭐ 24K · 💤) - Library for fast text representation and classification. MIT
• CuPy (🥉25 · ⭐ 6.7K · 📉) - NumPy & SciPy for GPU. MIT
• DeepSpeech (🥉23 · ⭐ 21K · 📉) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0

Update: 2023.03.16

📈 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.

• Streamlit (🥇41 · ⭐ 23K · 📈) - Streamlit The fastest way to build data apps in Python. Apache-2
• Altair (🥇41 · ⭐ 8.1K · 📈) - Declarative statistical visualization library for Python. BSD-3
• flair (🥇40 · ⭐ 13K · 📈) - A very simple framework for state-of-the-art Natural Language.. MIT
• stanza (🥈34 · ⭐ 6.5K · 📈) - Official Stanford NLP Python Library for Many Human Languages. Apache-2
• plotnine (🥈34 · ⭐ 3.4K · 📈) - A grammar of graphics for Python. MIT
• scikit-multilearn (🥈30 · ⭐ 820 · 📈) - A scikit-learn based module for multi-label et. al... BSD-2
• Sentinelsat (🥉29 · ⭐ 860 · 📈) - Search and download Copernicus Sentinel satellite images. ❗️GPL-3.0
• Pillow-SIMD (🥉28 · ⭐ 1.9K · 💤) - The friendly PIL fork. ❗️PIL
• quinn (🥉26 · ⭐ 430 · 📈) - pyspark methods to enhance developer productivity. Apache-2
• scikit-posthocs (🥉22 · ⭐ 270 · 📈) - Multiple Pairwise Comparisons (Post Hoc) Tests in.. MIT

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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.

• spaCy (🥇42 · ⭐ 26K · 📉) - Industrial-strength Natural Language Processing (NLP) in Python. MIT
• fairseq (🥇36 · ⭐ 21K · 📉) - Facebook AI Research Sequence-to-Sequence Toolkit written in.. MIT
• pyproj (🥈36 · ⭐ 860 · 📉) - Python interface to PROJ (cartographic projections and coordinate.. MIT
• TextBlob (🥈35 · ⭐ 8.5K · 📉) - Simple, Pythonic, text processing--Sentiment analysis, part-of-.. MIT
• metrics (🥈31 · ⭐ 1.3K · 📉) - Machine learning metrics for distributed, scalable PyTorch.. Apache-2
• pingouin (🥉28 · ⭐ 1.3K · 📉) - Statistical package in Python based on Pandas. ❗️GPL-3.0
• pandas-profiling (🥉27 · ⭐ 10K · 📉) - Deprecated pandas-profiling package, use ydata-.. MIT
• StatsForecast (🥈27 · ⭐ 2.3K · 📉) - Lightning fast forecasting with statistical and.. Apache-2
• Torchmeta (🥉20 · ⭐ 1.8K · 💀) - A collection of extensions and data-loaders for few-shot.. MIT
• steppy (🥉14 · ⭐ 140 · 💀) - Lightweight, Python library for fast and reproducible experimentation. MIT