{"repo":"median-research-group/LibMTL","free":true,"listed":false,"github":"https://github.com/median-research-group/LibMTL","clone":"git clone https://github.com/median-research-group/LibMTL.git","description":"A PyTorch Library for Multi-Task Learning","language":"Python","stars":2584,"topics":["multitask-learning","multi-task-learning","pytorch","python","multi-domain-learning","deep-learning","mtl","mmoe","ple","multiobjective-optimization"],"license":"MIT","category":"machine-learning","readme_excerpt":"LibMTL LibMTL is an open-source library built on PyTorch for Multi-Task Learning (MTL). See the latest documentation for detailed introductions and API instructions. :star: Star us on GitHub — it motivates us a lot! :bangbang: A comprehensive survey on Gradient-based Multi-Objective Deep Learning is now available on arXiv, along with an awesome list. Check it out! News - [Apr 21 2025] Added support for UPGrad. - [Feb 18 2025] Added support for a bilevel method Auto-Lambda (TMLR 2022). - [Feb 17 2025] Added support for FAMO (NeurIPS 2023), SDMGrad (NeurIPS 2023), and MoDo (NeurIPS 2023; JMLR 2024). - [Feb 06 2025] Added support for two bilevel methods: MOML (NeurIPS 2021; AIJ 2024), FORUM (ECAI 2024). - [Sep 19 2024] Added support for FairGrad (ICML 2024). - [Aug 31 2024] Added support for ExcessMTL (ICML 2024). - [Jul 24 2024] Added support for STCH (ICML 2024). - [Feb 08 2024] Added support for DB-MTL. - [Aug 16 2023] : Added support for MoCo (ICLR 2023). Many thanks to the author's help @heshandevaka. - [Jul 11 2023] Paper got accepted to JMLR. - [Jun 19 2023] Added support for Aligned-MTL (CVPR 2023). - [Mar 10 2023] : Added QM9 and PAWS-X examples. - [Jul 22 2022] : Added support for Nash-MTL (ICML 2022). - [Jul 21 2022] : Added support for Learning to Branch (ICML 2020). Many thanks to @yuezhixiong (#14). - [Mar 29 2022] : Paper is now available on the arXiv. Table of Content - Features - Overall Framework - Supported Algorithms - Supported Benchmark Datasets - Installat","default_branch":null,"files":null,"tree":[],"storefront":"/r/median-research-group","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/median-research-group/LibMTL/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."}