GEMMul8 (GEMMulate): GEMM emulation using int8 matrix engines based on the Ozaki Scheme II

A retargetable MLIR-based machine learning compiler and runtime toolkit.

The LLVM Project is a collection of modular and reusable compiler and toolchain technologies.

The Art of Debugging

A native debugger extension for VSCode based on LLDB

An Open Source text-to-speech system built by inverting Whisper.

This repo contains the Hugging Face Deep Reinforcement Learning Course.

[ICLR 2023] Official implementation of the paper "DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection"

⛹️ Pytorch ReID: A tiny, friendly, strong pytorch implement of person re-id / vehicle re-id baseline. Tutorial 👉https://github.com/layumi/Person_reID_baseline_pytorch/tree/master/tutorial

9th Place Solution of Kaggle Global Wheat Detection

Library for 8-bit optimizers and quantization routines.

An Agnostic Computer Vision Framework - Pluggable to any Training Library: Fastai, Pytorch-Lightning with more to come

A concise but complete full-attention transformer with a set of promising experimental features from various papers

NFNets and Adaptive Gradient Clipping for SGD implemented in PyTorch. Find explanation at tourdeml.github.io/blog/

This repository contains implementations and illustrative code to accompany DeepMind publications

Library for creating DotNet Web Worker threads/multithreading in Client side Blazor

The fastai book, published as Jupyter Notebooks

An easy to use blogging platform, with enhanced support for Jupyter Notebooks.

Temporary home for fastai v2 while it's being developed

Notebooks for the "A walk with fastai2" Study Group and Lecture Series

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

7th place solution to the Open Images 2019 Instance Segmentation competition

A .NET library that provides access to the library that powers PyTorch.

GitHub do not ban us from open source world 🇮🇷

How to train an object detection model with mmdetection

Code you can use jointly with fastai

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

A Deep Learning based project for colorizing and restoring old images (and video!)

ECCV18 Workshops - Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution. The training codes are in BasicSR.