A lightweight module for Multi-Task Learning in pytorch.
☆168Aug 7, 2023Updated 2 years ago
Alternatives and similar repositories for torchMTL
Users that are interested in torchMTL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A PyTorch Library for Multi-Task Learning☆2,552May 14, 2025Updated last year
- The Implementation of "Auto-Lambda: Disentangling Dynamic Task Relationships" [TMLR 2022].☆141Feb 5, 2023Updated 3 years ago
- Custom loss functions to use in (mainly) PyTorch.☆39Oct 5, 2020Updated 5 years ago
- Pytorch implementation of the GradNorm. GradNorm addresses the problem of balancing multiple losses for multi-task learning by learning a…☆273Aug 9, 2022Updated 3 years ago
- Multi-task learning using uncertainty to weigh losses for scene geometry and semantics, Auxiliary Tasks in Multi-task Learning☆648Jun 20, 2020Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆148Dec 13, 2021Updated 4 years ago
- A deep learning framework for building multimodal multi-task learning systems.☆113Jul 25, 2023Updated 2 years ago
- A list of multi-task learning papers and projects.☆386Jan 31, 2022Updated 4 years ago
- PyMTL (Python library for Multi-task learning) is a Python module implementing a Multi-task learning framework built on top of scikit-lea…☆44Sep 19, 2013Updated 12 years ago
- Code for reproducing the Sei manuscript results☆17Jan 25, 2022Updated 4 years ago
- A curated list of DATASETS, CODEBASES and PAPERS on Multi-Task Learning (MTL), from Machine Learning perspective.☆833Mar 3, 2026Updated 2 months ago
- ☆12Aug 10, 2020Updated 5 years ago
- Gradient Starvation: A Learning Proclivity in Neural Networks☆60Jan 10, 2021Updated 5 years ago
- An alternative approach for probabilistic topic modeling based on agglomerative clustering of topics (not documents)☆12Apr 14, 2021Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- [CVPR 2020] MTL-NAS: Task-Agnostic Neural Architecture Search towards General-Purpose Multi-Task Learning☆94Dec 8, 2022Updated 3 years ago
- The implementation of Meta-LSTM in "Meta Multi-Task Learning for Sequence Modeling." AAAI-18☆33May 7, 2018Updated 8 years ago
- [NeurIPS 2025] Official code for "Tropical Attention: Neural Algorithmic Reasoning for Combinatorial Algorithms"☆30Updated this week
- Improving Sentiment Analysis with Multi-task Learning of Negation☆14May 6, 2021Updated 5 years ago
- Code for the ICML 2021 paper "Sharing Less is More: Lifelong Learning in Deep Networks with Selective Layer Transfer"☆12Aug 17, 2021Updated 4 years ago
- A weak supervision framework for (partial) labeling functions☆16Jul 15, 2024Updated last year
- A library to instantiate any Python object from configuration files.☆25Oct 12, 2022Updated 3 years ago
- Analyzing the tree of imports of running Python code.☆12Feb 17, 2023Updated 3 years ago
- The implementation of "End-to-End Multi-Task Learning with Attention" [CVPR 2019].☆730Feb 7, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Demo bear classifier with fastai and Voila☆39Nov 2, 2023Updated 2 years ago
- PyTAIL - Interactive and Incremental Learning of NLP Models with Human in the Loop for Online Data☆13Dec 3, 2022Updated 3 years ago
- A small python library to parse and write TSV files generated by the WebAnno software.☆11Apr 14, 2025Updated last year
- This is an official implementation of our CVPR 2020 paper "Non-Local Neural Networks With Grouped Bilinear Attentional Transforms".☆13Jan 30, 2021Updated 5 years ago
- ☆12Aug 24, 2020Updated 5 years ago
- Text Classification in PyTorch☆23Oct 17, 2019Updated 6 years ago
- SHAPR - An AI approach to predict 3D cell shapes from 2D microscopic images☆17May 31, 2023Updated 2 years ago
- Code for the KDD 2021 paper 'Filtration Curves for Graph Representation'☆18Aug 8, 2023Updated 2 years ago
- CoReRank: Ranking to Detect Users Involved in Blackmarket-based Collusive Retweeting Activities (WSDM 2019)☆12Feb 25, 2019Updated 7 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Single-cell identity definition using random forest modelling and recursive feature elimination☆12Aug 15, 2020Updated 5 years ago
- an unofficial Georgia Tech theme for JupyterLab☆10Jun 29, 2021Updated 4 years ago
- Code for FACTOID dataset paper in LREC 2022☆18Dec 19, 2022Updated 3 years ago
- An Easy To Use PyTorch Computer Vision Library☆53Jul 6, 2023Updated 2 years ago
- CAPD library☆19May 18, 2026Updated last week
- Ensemble learning with graph neural networks for disease module discovery and classification☆11Nov 5, 2023Updated 2 years ago
- Breast tumor malignancy classification using machine learning☆14Feb 24, 2018Updated 8 years ago