{"repo":"catalyst-team/catalyst","free":true,"listed":false,"github":"https://github.com/catalyst-team/catalyst","clone":"git clone https://github.com/catalyst-team/catalyst.git","description":"Accelerated deep learning R&D","language":"Python","stars":3381,"topics":["deep-learning","reinforcement-learning","machine-learning","computer-vision","pytorch","python","distributed-computing","infrastructure","research","reproducibility"],"license":"Apache-2.0","category":"machine-learning","readme_excerpt":"Accelerated Deep Learning R&D Catalyst is a PyTorch framework for Deep Learning Research and Development. It focuses on reproducibility, rapid experimentation, and codebase reuse so you can create something new rather than write yet another train loop. Break the cycle – use the Catalyst! - Project Manifest - Framework architecture - Catalyst at AI Landscape - Part of the PyTorch Ecosystem Catalyst at PyTorch Ecosystem Day 2021 Catalyst at PyTorch Developer Day 2021 ---- Getting started Step-by-step Guide 1. Start with Catalyst — A PyTorch Framework for Accelerated Deep Learning R&D introduction. 1. Try notebook tutorials or check minimal examples for first deep dive. 1. Read blog posts with use-cases and guides. 1. Learn machine learning with our \"Deep Learning with Catalyst\" course. 1. And finally, join our slack if you want to chat with the team and contributors. Table of Contents - Getting started - Step-by-step Guide - Table of Contents - Overview - Installation - Documentation - Minimal Examples - Tests - Blog Posts - Talks - Community - Contribution Guide - User Feedback - Acknowledgments - Trusted by - Citation Overview Catalyst helps you implement compact but full-featured Deep Learning pipelines with just a few lines of code. You get a training loop with metrics, early-stopping, model checkpointing, and other features without the boilerplate. Installation Generic installation: Specialized versions, extra requirements might apply Catalyst is compatible with: Python 3.","default_branch":null,"files":null,"tree":[],"storefront":"/r/catalyst-team","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/catalyst-team/catalyst/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}