Awesome Open Source AI
Section: 11. Specialized Domains · Reusable computer-vision utilities for detection, tracking, and segmentation pipelines in Python.
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Supervision is a Python library designed for efficient computer vision pipeline management, providing tools for annotation, visualization, and monitoring of models.
Section: 11. Specialized Domains · Reusable computer-vision utilities for detection, tracking, and segmentation pipelines in Python.
Section: Industry Strength Computer Vision · Supervision is a Python library designed for efficient computer vision pipeline management, providing tools for annotation, visualization, and monitoring of models.
Section: General · Reusable computer vision tools.
Section: Computer Vision · We write your reusable computer vision tools. 💜
Transpile trained ML models into other languages. sklearn-porter - Transpile trained scikit-learn estimators to C, Java, JavaScript and others. mlflow - Manage the machine learning lifecycle, including experimentation, reproducibility and deployment. skll - Command-line utilities to make it easier…
Build and share delightful machine learning apps, all in Python. The de facto standard for creating interactive ML demos with automatic UI generation from function signatures. Powers thousands of Hugging Face Spaces.
Modern, comprehensive probabilistic programming framework in Python. Bayesian modeling with advanced MCMC sampling, variational inference, and seamless integration with ArviZ for visualization. Apache 2.0 licensed.
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
Efficiently run SQL queries on pandas DataFrame, duckplyr for R, Great Intro. ducklake - Duckdb extention for storing data in a datalake. fireducks - Speedier alternative to pandas with similar API. pandasvault - Large collection of pandas tricks. polars - Multi-threaded alternative to pandas.…
Version control for large files. kedro - Build data pipelines. feast - Feature store. Video. pgvector - Vector similarity search for Postgres. pinecone - Database for vector search applications. truss - Serve ML models. milvus - Vector database for similarity search. mlem - Version and deploy your…
Standard data-centric AI package for data quality and machine learning, automatically detecting label errors, outliers, and dataset issues to improve scientific dataset reliability and model performance (11K+ stars, MIT License)
Neural Networks on top of tensorflow, examples. keras-contrib - Keras community contributions. keras-tuner - Hyperparameter tuning for Keras. hyperas - Keras + Hyperopt: Convenient hyperparameter optimization wrapper. elephas - Distributed Deep learning with Keras & Spark. tflearn - Neural…