gorjanradevski / python-ml-resources

A (non-)curated list of tools, libraries, etc., about Python and Machine/Deep learning.

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A (non-)curated list of tools, libraries, etc., about Python and Machine/Deep learning

Just a bunch of stuff that I keep here instead of as bookmarks so that I don't forget - libraries that are not that common, e.g., Pytorch...

  • torchlayers: Shape and dimension inference (Keras-like) for PyTorch layers and neural networks

  • torchtyping: Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.

  • DeepSpeed: A deep learning optimization library that makes distributed training easy, efficient, and effective.

  • accelerate: A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision

  • python-patterns: A collection of design patterns/idioms in Python.

  • pytorchvideo: A deep learning library for video understanding research.

  • AlphaPose: Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System.

  • Click: Python composable command line interface toolkit.

  • einops: Deep learning operations reinvented (for pytorch, tensorflow, jax and others)

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A (non-)curated list of tools, libraries, etc., about Python and Machine/Deep learning.