An unofficial styleguide and best practices summary for PyTorch

An AI for Music Generation

Utilities for interacting with PyPI

PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume, CVPR 2018 (Oral)

Python library for reading and writing image data

Type annotations and runtime checking for shape and dtype of JAX/NumPy/PyTorch/etc. arrays. https://docs.kidger.site/jaxtyping/

Easily serialize Data Classes to and from JSON

Official Implementation of Rectified Flow (ICLR2023 Spotlight)

Using Diffusion Models to Segment/Reconstruct Organs from Medical Images [AAAI Most influential Paper]

Pytorch Lightning code guideline for conferences

PyTorch implemented C3D, R3D, R2Plus1D models for video activity recognition.

Time series distances: Dynamic Time Warping (fast DTW implementation in C)

A simple and well styled PPO implementation. Based on my Medium series: https://medium.com/@eyyu/coding-ppo-from-scratch-with-pytorch-part-1-4-613dfc1b14c8.

Python lib for TOML

Video classification tools using 3D ResNet

Provides an uniform layer to support PyQt5, PySide2, PyQt6, PySide6 with a single codebase

Simple yet flexible natural sorting in Python.

Python Performance Benchmark Suite

PyTorch implementation of soft actor critic

Pytorch implementation of FlowNet by Dosovitskiy et al.

Using two stream architecture to implement a classic action recognition method on UCF101 dataset

Import Linter allows you to define and enforce rules for the internal and external imports within your Python project.

A simple, correct Python build frontend

Apply black reformatting to Python files only in regions changed since a given commit. For a practical usage example, see the blog post at https://dev.to/akaihola/improving-python-code-incrementall…

a reimplementation of PWC-Net in PyTorch that matches the official Caffe version

PyTorch implementation of two-stream networks for video action recognition

Reference implementation for Deep Unsupervised Learning using Nonequilibrium Thermodynamics

Simple, Elegant, Typed Argument Parsing with argparse

Python WebAssembly runtime powered by Wasmtime

Python optical flow visualization following Baker et al. (ICCV 2007) as used by the MPI-Sintel challenge