Sergii Dymchenko

Ecosystems: PyTorch, Python, Cuda

Projects

vision

Datasets, Transforms and Models specific to Computer Vision

Python - Released: 09 Nov 2016 - 15,542

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

Python - Released: 24 Aug 2016 - 22,302

text

Models, data loaders and abstractions for language processing, powered by PyTorch

Python - Released: 12 Dec 2016 - 3,460

captum

Model interpretability and understanding for PyTorch

Python - Released: 27 Aug 2019 - 4,615

audio

Data manipulation and transformation for audio signal processing, powered by PyTorch

Python - Released: 05 May 2017 - 2,468

tutorials

PyTorch tutorials.

Jupyter Notebook - Released: 30 Sep 2016 - 8,171

torchrec

Pytorch domain library for recommendation systems

Python - Released: 12 Jul 2021 - 1,889

botorch

Bayesian optimization in PyTorch

Jupyter Notebook - Released: 30 Jul 2018 - 2,939

tnt

A lightweight library for PyTorch training tools and utilities

Python - Released: 10 Dec 2016 - 1,659

torchchat

Run PyTorch LLMs locally on servers, desktop and mobile

Python - Released: 22 Mar 2024 - 3,316

kineto

A CPU+GPU Profiling library that provides access to timeline traces and hardware performance counters.

HTML - Released: 16 Jul 2020 - 625

rl

A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.

Python - Released: 01 Feb 2022 - 1,823

torcheval

A library that contains a rich collection of performant PyTorch model metrics, a simple interface to create new metrics, a toolkit to facilitate metric computation in distributed training and tools for PyTorch model evaluations.

Python - Released: 24 May 2022 - 214

builder

Continuous builder and binary build scripts for pytorch

Python - Released: 02 Sep 2016 - 330

pytorch.github.io

The website for PyTorch

HTML - Released: 21 Mar 2017 - 211

benchmark

TorchBench is a collection of open source benchmarks used to evaluate PyTorch performance.

Python - Released: 26 May 2017 - 776

test-infra

This repository hosts code that supports the testing infrastructure for the main PyTorch repo. For example, this repo hosts the logic to track disabled tests and slow tests, as well as our continuation integration jobs HUD/dashboard.

TypeScript - Released: 30 Mar 2021 - 64