Update: 2024.10.03

📈 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.

• XGBoost (🥇46 · ⭐ 26K · 📈) - Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT.. Apache-2
• PySpark (🥇45 · ⭐ 39K · 📈) - Apache Spark Python API. Apache-2
• spaCy (🥇45 · ⭐ 30K · 📈) - Industrial-strength Natural Language Processing (NLP) in Python. MIT
• Prophet (🥇35 · ⭐ 18K · 📈) - Tool for producing high quality forecasts for time series data that.. MIT
• hdbscan (🥈33 · ⭐ 2.8K · 📈) - A high performance implementation of HDBSCAN clustering. BSD-3
• category_encoders (🥈32 · ⭐ 2.4K · 📈) - A library of sklearn compatible categorical variable.. BSD-3
• audiomentations (🥈31 · ⭐ 1.8K · 📈) - A Python library for audio data augmentation. Inspired by.. MIT
• PaddleDetection (🥈29 · ⭐ 13K · 📈) - Object Detection toolkit based on PaddlePaddle. It.. Apache-2
• ivis (🥉24 · ⭐ 330 · 📈) - Dimensionality reduction in very large datasets using Siamese.. Apache-2
• UForm (🥉20 · ⭐ 1K · 📈) - Pocket-Sized Multimodal AI for content understanding 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.

• mlflow (🥇43 · ⭐ 18K · 📉) - Open source platform for the machine learning lifecycle. Apache-2
• networkx (🥇43 · ⭐ 15K · 📉) - Network Analysis in Python. BSD-3
• litellm (🥇43 · ⭐ 13K · 📉) - Python SDK, Proxy Server (LLM Gateway) to call 100+.. MIT o t h e r s
• DeepChem (🥈34 · ⭐ 5.4K · 📉) - Democratizing Deep-Learning for Drug Discovery, Quantum.. MIT
• dask-ml (🥉27 · ⭐ 890 · 📉) - Scalable Machine Learning with Dask. BSD-3
• Alibi (🥈26 · ⭐ 2.4K · 📉) - Algorithms for explaining machine learning models. ❗️Intel
• Orbit (🥉23 · ⭐ 1.9K · 📉) - A Python package for Bayesian forecasting with object-oriented.. Apache-2
• uber/orbit (🥉23 · ⭐ 1.9K · 📉) - A Python package for Bayesian forecasting with object-.. Apache-2
• nebullvm (🥉21 · ⭐ 8.4K · 📉) - A collection of libraries to optimise AI model performances. Apache-2
• model-card-toolkit (🥉18 · ⭐ 420 · 💀) - A toolkit that streamlines and automates the.. Apache-2

➕ Added Projects

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

• Opik (🥉24 · ⭐ 1.5K · ➕) - Open-source end-to-end LLM Development Platform. Apache-2

Update: 2024.09.26

📈 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.

• litellm (🥇44 · ⭐ 12K · 📈) - Python SDK, Proxy Server (LLM Gateway) to call 100+.. MIT o t h e r s
• Catboost (🥈42 · ⭐ 8K · 📈) - A fast, scalable, high performance Gradient Boosting on Decision.. Apache-2
• Jina (🥈40 · ⭐ 21K · 📈) - Build multimodal AI applications with cloud-native stack. Apache-2
• EasyOCR (🥇36 · ⭐ 24K · 📈) - Ready-to-use OCR with 80+ supported languages and all popular.. Apache-2
• Ax (🥇36 · ⭐ 2.4K · 📈) - Adaptive Experimentation Platform. MIT
• datalad (🥈33 · ⭐ 530 · 📈) - Keep code, data, containers under control with git and git-annex. MIT
• CellProfiler (🥈30 · ⭐ 900 · 📈) - An open-source application for biological image analysis. BSD-3
• T5 (🥉25 · ⭐ 6.1K · 📈) - Code for the paper Exploring the Limits of Transfer Learning with.. Apache-2
• vega (🥉24 · ⭐ 370 · 📈) - IPython/Jupyter notebook module for Vega and Vega-Lite. BSD-3
• numerizer (🥉21 · ⭐ 210 · 📈) - A Python module to convert natural language numerics into ints 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.

• speechbrain (🥇39 · ⭐ 8.6K · 📉) - A PyTorch-based Speech Toolkit. Apache-2
• Kornia (🥈37 · ⭐ 9.8K · 📉) - Geometric Computer Vision Library for Spatial AI. Apache-2
• PyOD (🥇36 · ⭐ 8.5K · 📉) - A Python Library for Outlier and Anomaly Detection, Integrating.. BSD-2
• carla (🥈34 · ⭐ 11K · 📉) - Open-source simulator for autonomous driving research. MIT
• Hyperopt (🥇33 · ⭐ 7.2K · 📉) - Distributed Asynchronous Hyperparameter Optimization in Python. BSD-3
• Lifelines (🥈32 · ⭐ 2.3K · 📉) - Survival analysis in Python. MIT
• Tesseract (🥈31 · ⭐ 5.8K · 📉) - Python-tesseract is an optical character recognition (OCR).. Apache-2
• hdbscan (🥈31 · ⭐ 2.8K · 📉) - A high performance implementation of HDBSCAN clustering. BSD-3
• pmdarima (🥈31 · ⭐ 1.6K · 📉) - A statistical library designed to fill the void in Pythons time.. MIT
• Qlib (🥈30 · ⭐ 15K · 📉) - Qlib is an AI-oriented quantitative investment platform that aims to.. MIT

Update: 2024.09.19

📈 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.

• OpenAI Gym (🥇40 · ⭐ 35K · 💀) - A toolkit for developing and comparing reinforcement learning.. MIT
• Nilearn (🥇37 · ⭐ 1.2K · 📈) - Machine learning for NeuroImaging in Python. BSD-3
• einops (🥈36 · ⭐ 8.4K · 📈) - Flexible and powerful tensor operations for readable and reliable code.. MIT
• FiftyOne (🥈36 · ⭐ 8.1K · 📈) - Visualize, create, and debug image and video datasets.. Apache-2
• Bayesian Optimization (🥇34 · ⭐ 7.8K · 📈) - A Python implementation of global optimization with.. MIT
• Chainer (🥈34 · ⭐ 5.9K · 💀) - A flexible framework of neural networks for deep learning. MIT
• hnswlib (🥈32 · ⭐ 4.3K · 📈) - Header-only C++/python library for fast approximate nearest.. Apache-2
• NMSLIB (🥈32 · ⭐ 3.4K · 📈) - Non-Metric Space Library (NMSLIB): An efficient similarity search.. Apache-2
• sklearn-evaluation (🥉19 · ⭐ 460 · 💀) - Machine learning model evaluation made easy: plots,.. MIT
• jaxdf (🥉13 · ⭐ 120 · 📈) - 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.

• jax (🥇45 · ⭐ 30K · 📉) - Composable transformations of Python+NumPy programs: differentiate,.. Apache-2
• Seaborn (🥇41 · ⭐ 12K · 📉) - Statistical data visualization in Python. BSD-3
• folium (🥈38 · ⭐ 6.9K · 📉) - Python Data. Leaflet.js Maps. MIT
• pyecharts (🥈37 · ⭐ 15K · 📉) - Python Echarts Plotting Library. MIT
• haystack (🥈35 · ⭐ 17K · 📉) - AI orchestration framework to build customizable, production-.. Apache-2
• opencv-python (🥈35 · ⭐ 4.4K · 📉) - Automated CI toolchain to produce precompiled opencv-python,.. MIT
• VisPy (🥈34 · ⭐ 3.3K · 📉) - High-performance interactive 2D/3D data visualization library. BSD-3
• PyTorch3D (🥈33 · ⭐ 8.7K · 📉) - PyTorch3D is FAIRs library of reusable components for.. ❗Unlicensed
• StatsForecast (🥇33 · ⭐ 3.9K · 📉) - Lightning fast forecasting with statistical and.. Apache-2
• NNI (🥈32 · ⭐ 14K · 💤) - An open source AutoML toolkit for automate machine learning lifecycle,.. MIT

Update: 2024.09.12

📈 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 (🥇44 · ⭐ 32K · 📈) - Wrap UIs around any model, share with anyone. Apache-2
• spaCy (🥇44 · ⭐ 30K · 📈) - Industrial-strength Natural Language Processing (NLP) in Python. MIT
• dash (🥇43 · ⭐ 21K · 📈) - Data Apps & Dashboards for Python. No JavaScript Required. MIT
• PyOD (🥇37 · ⭐ 8.4K · 📈) - A Python Library for Outlier and Anomaly Detection, Integrating.. BSD-2
• haystack (🥈36 · ⭐ 17K · 📈) - AI orchestration framework to build customizable, production-.. Apache-2
• PennyLane (🥇36 · ⭐ 2.3K · 📈) - PennyLane is a cross-platform Python library for quantum.. Apache-2
• stanza (🥈34 · ⭐ 7.2K · 📈) - Stanford NLP Python library for tokenization, sentence.. Apache-2
• pytorch-forecasting (🥈32 · ⭐ 3.9K · 📈) - Time series forecasting with PyTorch. MIT
• Prince (🥈29 · ⭐ 1.2K · 📈) - Multivariate exploratory data analysis in Python PCA, CA, MCA,.. MIT
• NeoML (🥉23 · ⭐ 760 · 📈) - Machine learning framework for both deep learning and traditional.. 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.

• gensim (🥇40 · ⭐ 16K · 📉) - Topic Modelling for Humans. ❗️LGPL-2.1
• Datasette (🥈35 · ⭐ 9.4K · 📉) - An open source multi-tool for exploring and publishing data. Apache-2
• OCRmyPDF (🥇34 · ⭐ 14K · 📉) - OCRmyPDF adds an OCR text layer to scanned PDF files, allowing.. MPL-2.0
• TensorFlow Text (🥈34 · ⭐ 1.2K · 📉) - Making text a first-class citizen in TensorFlow. Apache-2
• NNI (🥇33 · ⭐ 14K · 💤) - An open source AutoML toolkit for automate machine learning lifecycle,.. MIT
• STUMPY (🥇33 · ⭐ 3.6K · 📉) - STUMPY is a powerful and scalable Python library for modern time.. BSD-3
• AzureML SDK (🥈31 · ⭐ 4.1K · 📉) - Python notebooks with ML and deep learning examples with Azure.. MIT
• skorch (🥉30 · ⭐ 5.8K · 📉) - A scikit-learn compatible neural network library that.. BSD-3
• bt (🥈30 · ⭐ 2.2K · 📉) - bt - flexible backtesting for Python. MIT
• arch (🥈30 · ⭐ 1.3K · 📉) - ARCH models in Python. ❗Unlicensed

Update: 2024.09.05

📈 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.

• nltk (🥇45 · ⭐ 13K · 📈) - Suite of libraries and programs for symbolic and statistical natural.. Apache-2
• Optuna (🥇43 · ⭐ 10K · 📈) - A hyperparameter optimization framework. MIT
• Netron (🥇37 · ⭐ 27K · 📈) - Visualizer for neural network, deep learning and machine.. MIT
• Datasette (🥇36 · ⭐ 9.2K · 📈) - An open source multi-tool for exploring and publishing data. Apache-2
• Autograd (🥇36 · ⭐ 6.9K · 📈) - Efficiently computes derivatives of NumPy code. MIT
• bt (🥇31 · ⭐ 2.2K · 📈) - bt - flexible backtesting for Python. MIT
• python-soundfile (🥉29 · ⭐ 700 · 📈) - SoundFile is an audio library based on libsndfile, CFFI,.. BSD-3
• miceforest (🥇26 · ⭐ 330 · 📈) - Multiple Imputation with LightGBM in Python. MIT
• dabl (🥉20 · ⭐ 720 · 💤) - Data Analysis Baseline Library. BSD-3
• MXBoard (🥉20 · ⭐ 320 · 💀) - Logging MXNet data for visualization in TensorBoard. 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-probability (🥇35 · ⭐ 4.2K · 📉) - Probabilistic reasoning and statistical analysis in.. Apache-2
• Graphviz (🥈34 · ⭐ 1.6K · 📉) - Simple Python interface for Graphviz. MIT
• SpeechRecognition (🥈33 · ⭐ 8.3K · 📉) - Speech recognition module for Python, supporting.. BSD-3
• OpenNMT (🥈32 · ⭐ 6.7K · 📉) - Open Source Neural Machine Translation and (Large) Language.. MIT
• tensorflow-hub (🥈32 · ⭐ 3.5K · 📉) - A library for transfer learning by reusing parts of.. Apache-2
• TF Model Optimization (🥈28 · ⭐ 1.5K · 📉) - A toolkit to optimize ML models for deployment for.. Apache-2
• data-validation (🥉26 · ⭐ 760 · 📉) - Library for exploring and validating machine learning.. Apache-2
• TF Recommenders (🥉24 · ⭐ 1.8K · 📉) - TensorFlow Recommenders is a library for building.. Apache-2
• pandas-ai (🥉23 · ⭐ 13K · 📉) - Chat with your database (SQL, CSV, pandas, polars,.. ❗Unlicensed
• TensorFrames (🥉16 · ⭐ 720 · 💀) - Tensorflow wrapper for DataFrames on Apache Spark. Apache-2

➕ Added Projects

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

• Runhouse (🥉24 · ⭐ 960 · ➕) - Orchestrate heterogeneous ML workloads in Python, like PyTorch.. Apache-2

Update: 2024.06.06

📈 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.

• SageMaker SDK (🥇41 · ⭐ 2.1K · 📈) - A library for training and deploying machine learning.. Apache-2
• imageio (🥇38 · ⭐ 1.4K · 📈) - Python library for reading and writing image data. BSD-2
• deepface (🥈37 · ⭐ 11K · 📈) - A Lightweight Face Recognition and Facial Attribute Analysis (Age,.. MIT
• plotnine (🥈37 · ⭐ 3.9K · 📈) - A Grammar of Graphics for Python. MIT
• ivy (🥈36 · ⭐ 14K · 📈) - The Unified AI Framework. Apache-2
• ParlAI (🥈32 · ⭐ 10K · 💤) - A framework for training and evaluating AI models on a variety of.. MIT
• pygraphistry (🥈29 · ⭐ 2.1K · 📈) - PyGraphistry is a Python library to quickly load,.. BSD-3
• quinn (🥉26 · ⭐ 580 · 📈) - pyspark methods to enhance developer productivity. Apache-2
• Lucid (🥉25 · ⭐ 4.6K · 💀) - A collection of infrastructure and tools for research in.. Apache-2
• pymdp (🥉19 · ⭐ 400 · 📈) - A Python implementation of active inference for Markov Decision Processes. 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.

• SymPy (🥇47 · ⭐ 12K · 📉) - A computer algebra system written in pure Python. BSD-3
• flair (🥇37 · ⭐ 14K · 📉) - A very simple framework for state-of-the-art Natural Language.. MIT
• wordcloud (🥈32 · ⭐ 10K · 📉) - A little word cloud generator in Python. MIT
• SciSpacy (🥈28 · ⭐ 1.6K · 📉) - A full spaCy pipeline and models for scientific/biomedical.. Apache-2
• TF-Agents (🥈26 · ⭐ 2.7K · 📉) - TF-Agents: A reliable, scalable and easy to use.. Apache-2
• TensorForce (🥉24 · ⭐ 3.3K · 📉) - Tensorforce: a TensorFlow library for applied.. Apache-2
• Neural Tangents (🥉24 · ⭐ 2.2K · 📉) - Fast and Easy Infinite Neural Networks in Python. Apache-2
• AugLy (🥉23 · ⭐ 4.9K · 📉) - A data augmentations library for audio, image, text, and video. MIT
• ExplainX.ai (🥉15 · ⭐ 400 · 📉) - Explainable AI framework for data scientists. Explain & debug any.. MIT
• NeuralCompression (🥉14 · ⭐ 480 · 📉) - A collection of tools for neural compression enthusiasts. MIT

Update: 2024.05.30

📈 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.

• PaddleOCR (🥇40 · ⭐ 39K · 📈) - Awesome multilingual OCR toolkits based on PaddlePaddle.. Apache-2
• scikit-optimize (🥇34 · ⭐ 2.7K · 💀) - Sequential model-based optimization with a.. BSD-3
• jellyfish (🥈34 · ⭐ 2K · 📈) - a python library for doing approximate and phonetic matching of.. MIT
• skorch (🥉31 · ⭐ 5.7K · 📈) - A scikit-learn compatible neural network library that.. BSD-3
• torchdiffeq (🥇31 · ⭐ 5.3K · 💤) - Differentiable ODE solvers with full GPU support and.. MIT
• mtcnn (🥉28 · ⭐ 2.1K · 💀) - MTCNN face detection implementation for TensorFlow, as a PIP.. MIT
• TensorTrade (🥈27 · ⭐ 4.4K · 📈) - An open source reinforcement learning framework for.. Apache-2
• optunity (🥉21 · ⭐ 410 · 💀) - optimization routines for hyperparameter tuning. BSD-3
• pykale (🥉20 · ⭐ 430 · 📈) - Knowledge-Aware machine LEarning (KALE): accessible machine.. MIT
• celer (🥉18 · ⭐ 190 · 📈) - Fast solver for L1-type problems: Lasso, sparse Logisitic.. 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.

• shap (🥇42 · ⭐ 22K · 📉) - A game theoretic approach to explain the output of any machine learning.. MIT
• dash (🥇41 · ⭐ 21K · 📉) - Data Apps & Dashboards for Python. No JavaScript Required. MIT
• Altair (🥇41 · ⭐ 9K · 📉) - Declarative statistical visualization library for Python. BSD-3
• espnet (🥇37 · ⭐ 8K · 📉) - End-to-End Speech Processing Toolkit. Apache-2
• deepface (🥈36 · ⭐ 10K · 📉) - A Lightweight Face Recognition and Facial Attribute Analysis (Age,.. MIT
• torchtext (🥈34 · ⭐ 3.5K · 📉) - Models, data loaders and abstractions for language.. BSD-3
• Ax (🥇34 · ⭐ 2.3K · 📉) - Adaptive Experimentation Platform. MIT
• AmpliGraph (🥈28 · ⭐ 2.1K · 📉) - Python library for Representation Learning on Knowledge.. Apache-2
• pygraphistry (🥈27 · ⭐ 2.1K · 📉) - PyGraphistry is a Python library to quickly load,.. BSD-3
• quinn (🥉24 · ⭐ 580 · 📉) - pyspark methods to enhance developer productivity. Apache-2

Update: 2024.05.23

📈 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.

• scipy (🥇51 · ⭐ 13K · 📈) - Ecosystem of open-source software for mathematics, science, and.. BSD-3
• Altair (🥇42 · ⭐ 9K · 📈) - Declarative statistical visualization library for Python. BSD-3
• Faiss (🥇40 · ⭐ 29K · 📈) - A library for efficient similarity search and clustering of dense vectors. MIT
• MONAI (🥈36 · ⭐ 5.4K · 📈) - AI Toolkit for Healthcare Imaging. Apache-2
• ColossalAI (🥈34 · ⭐ 38K · 📈) - Making large AI models cheaper, faster and more accessible. Apache-2
• datashader (🥈34 · ⭐ 3.2K · 📈) - Quickly and accurately render even the largest data. BSD-3
• tinygrad (🥇33 · ⭐ 24K · 📈) - You like pytorch? You like micrograd? You love tinygrad!. MIT
• scikit-surprise (🥈29 · ⭐ 6.2K · 📈) - A Python scikit for building and analyzing recommender.. BSD-3
• Hyperactive (🥉22 · ⭐ 490 · 📈) - An optimization and data collection toolbox for convenient and.. MIT
• TimeSide (🥉21 · ⭐ 370 · 💀) - scalable audio processing framework and server written in.. ❗️AGPL-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.

• StatsModels (🥈44 · ⭐ 9.6K · 📉) - Statsmodels: statistical modeling and econometrics in Python. BSD-3
• PyMC3 (🥇40 · ⭐ 8.2K · 📉) - Bayesian Modeling and Probabilistic Programming in Python. Apache-2
• Rasa (🥇39 · ⭐ 18K · 📉) - Open source machine learning framework to automate text- and.. Apache-2
• Jina (🥈38 · ⭐ 20K · 📉) - Build multimodal AI applications with cloud-native stack. Apache-2
• NeuralProphet (🥈30 · ⭐ 3.7K · 📉) - NeuralProphet: A simple forecasting package. MIT
• mtcnn (🥉25 · ⭐ 2.1K · 💀) - MTCNN face detection implementation for TensorFlow, as a PIP.. MIT
• auto_ml (🥉22 · ⭐ 1.6K · 💀) - [UNMAINTAINED] Automated machine learning for analytics & production. MIT
• optunity (🥉19 · ⭐ 410 · 💀) - optimization routines for hyperparameter tuning. BSD-3
• PipelineDP (🥉17 · ⭐ 270 · 📉) - PipelineDP is a Python framework for applying differentially.. Apache-2
• celer (🥉16 · ⭐ 190 · 📉) - Fast solver for L1-type problems: Lasso, sparse Logisitic.. BSD-3

Update: 2024.05.16

📈 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.

• transformers (🥇52 · ⭐ 130K · 📈) - Transformers: State-of-the-art Machine Learning for.. Apache-2
• scikit-learn (🥇52 · ⭐ 58K · 📈) - scikit-learn: machine learning in Python. BSD-3
• XGBoost (🥇45 · ⭐ 26K · 📈) - Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT.. Apache-2
• StatsModels (🥇45 · ⭐ 9.6K · 📈) - Statsmodels: statistical modeling and econometrics in Python. BSD-3
• Tokenizers (🥇40 · ⭐ 8.5K · 📈) - Fast State-of-the-Art Tokenizers optimized for Research and.. Apache-2
• Fiona (🥈38 · ⭐ 1.1K · 📈) - Fiona reads and writes geographic data files. BSD-3
• imgaug (🥈37 · ⭐ 14K · 💀) - Image augmentation for machine learning experiments. MIT
• Coqui TTS (🥇36 · ⭐ 30K · 📈) - - a deep learning toolkit for Text-to-Speech, battle-.. MPL-2.0
• ivy (🥈36 · ⭐ 14K · 📈) - The Unified AI Framework. Apache-2
• YouTokenToMe (🥉23 · ⭐ 940 · 💀) - Unsupervised text tokenizer focused on computational efficiency. 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.

• Matplotlib (🥇48 · ⭐ 19K · 📉) - matplotlib: plotting with Python. ❗Unlicensed
• jax (🥇45 · ⭐ 28K · 📉) - Composable transformations of Python+NumPy programs: differentiate,.. Apache-2
• speechbrain (🥇38 · ⭐ 8K · 📉) - A PyTorch-based Speech Toolkit. Apache-2
• CuPy (🥇37 · ⭐ 7.8K · 📉) - NumPy & SciPy for GPU. MIT
• metrics (🥈35 · ⭐ 2K · 📉) - Torchmetrics - Machine learning metrics for distributed,.. Apache-2
• TF-Agents (🥇28 · ⭐ 2.7K · 📉) - TF-Agents: A reliable, scalable and easy to use.. Apache-2
• Pytorch Toolbelt (🥉22 · ⭐ 1.5K · 📉) - PyTorch extensions for fast R&D prototyping and.. MIT
• Vulkan Kompute (🥉21 · ⭐ 1.5K · 📉) - General purpose GPU compute framework built on Vulkan.. Apache-2
• TimeSide (🥉19 · ⭐ 370 · 💀) - scalable audio processing framework and server written in.. ❗️AGPL-3.0
• OpenKE (🥉13 · ⭐ 3.7K · 📉) - An Open-Source Package for Knowledge Embedding (KE). ❗Unlicensed

Update: 2024.05.09

📈 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.

• jax (🥇46 · ⭐ 28K · 📈) - Composable transformations of Python+NumPy programs: differentiate,.. Apache-2
• Shapely (🥈39 · ⭐ 3.7K · 📈) - Manipulation and analysis of geometric objects. BSD-3
• DeepSpeech (🥈33 · ⭐ 24K · 💀) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0
• Captum (🥇33 · ⭐ 4.6K · 📈) - Model interpretability and understanding for PyTorch. BSD-3
• pyopencl (🥈33 · ⭐ 1K · 📈) - OpenCL integration for Python, plus shiny features. MIT
• scattertext (🥉27 · ⭐ 2.2K · 📈) - Beautiful visualizations of how language differs among.. Apache-2
• HiPlot (🥉24 · ⭐ 2.7K · 💤) - HiPlot makes understanding high dimensional data easy. MIT
• Auto ViML (🥉23 · ⭐ 490 · 📈) - Automatically Build Multiple ML Models with a Single Line of.. Apache-2
• vissl (🥉22 · ⭐ 3.2K · 📈) - VISSL is FAIRs library of extensible, modular and scalable.. MIT
• bias-detector (🥉13 · ⭐ 42 · 📈) - Bias Detector is a python package for detecting bias in machine.. 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.

• scikit-learn (🥇50 · ⭐ 58K · 📉) - scikit-learn: machine learning in Python. BSD-3
• SymPy (🥇47 · ⭐ 12K · 📉) - A computer algebra system written in pure Python. BSD-3
• StatsModels (🥈44 · ⭐ 9.6K · 📉) - Statsmodels: statistical modeling and econometrics in Python. BSD-3
• XGBoost (🥈42 · ⭐ 26K · 📉) - Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT.. Apache-2
• Theano (🥈38 · ⭐ 9.9K · 📉) - Theano was a Python library that allows you to define, optimize, and.. BSD-3
• Prophet (🥇34 · ⭐ 18K · 💤) - Tool for producing high quality forecasts for time series data that.. MIT
• TensorFlow I/O (🥈32 · ⭐ 690 · 📉) - Dataset, streaming, and file system extensions.. Apache-2
• Satpy (🥉31 · ⭐ 1K · 📉) - Python package for earth-observing satellite data processing. ❗️GPL-3.0
• snowballstemmer (🥈30 · ⭐ 720 · 📉) - Snowball compiler and stemming algorithms. BSD-3
• doctr (🥉29 · ⭐ 3.1K · 📉) - docTR (Document Text Recognition) - a seamless, high-.. Apache-2