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 framework for multi-task learning, where you may precondition tasks and compose them into bigger tasks. Conditional objectives and per-…☆49Nov 22, 2021Updated 4 years ago
- A PyTorch Library for Multi-Task Learning☆2,566May 14, 2025Updated last year
- The Implementation of "Auto-Lambda: Disentangling Dynamic Task Relationships" [TMLR 2022].☆140Feb 5, 2023Updated 3 years ago
- This is a repository for Multi-task learning with toy data in Pytorch and Tensorflow☆136Sep 23, 2018Updated 7 years ago
- Custom loss functions to use in (mainly) PyTorch.☆39Oct 5, 2020Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Pytorch implementation of the GradNorm. GradNorm addresses the problem of balancing multiple losses for multi-task learning by learning a…☆272Aug 9, 2022Updated 3 years ago
- Multi-task learning using uncertainty to weigh losses for scene geometry and semantics, Auxiliary Tasks in Multi-task Learning☆647Jun 20, 2020Updated 6 years ago
- 学习并复现经典的推荐系统多目标任务，如：SharedBottom、ESMM、MMoE、PLE☆41Jul 30, 2022Updated 3 years ago
- A deep learning framework for building multimodal multi-task learning systems.☆113Jul 25, 2023Updated 2 years ago
- ArSarcasm-v2 is an extension to the original ArSarcasm dataset. It was used for the shared task on sarcasm detection and sentiment analys…☆12Jan 26, 2022Updated 4 years ago
- This repo will contain simple tutorials for getting familiar with Pytorch quickly for beginners.☆27Dec 8, 2019Updated 6 years ago
- Multi-Task Learning Framework on PyTorch. State-of-the-art methods are implemented to effectively train models on multiple tasks.☆150Jun 3, 2019Updated 7 years ago
- Repository used to share my work for the clock installed on the Facultat d'Informàtica de Barcelona (FIB) bar☆12Jan 26, 2023Updated 3 years ago
- Generate SQUAD style dataset from raw text file and train a transformer based question answering model .This repo has code from https://g…☆13Aug 17, 2025Updated 10 months ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- 🎥🎯 Tracking dart coordinates with fastai v2☆11Jan 14, 2024Updated 2 years ago
- [CVPR 2020] MTL-NAS: Task-Agnostic Neural Architecture Search towards General-Purpose Multi-Task Learning☆93Dec 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"☆32May 21, 2026Updated last month
- 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 Neovim Jira plugin☆11Apr 20, 2023Updated 3 years ago
- 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
- 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.
- Demo bear classifier with fastai and Voila☆39Nov 2, 2023Updated 2 years ago
- Try to replicate test with the paper "Adaptive Resource Allocation in Future Wireless Networks With Blockchain and Mobile Edge Computing"☆10Nov 1, 2023Updated 2 years ago
- Supporting code to the paper "Artificial Color Constancy via GoogLeNet with Angular Loss Function"☆21May 1, 2019Updated 7 years ago
- Unofficial repo for SubTab with additional code and data for Adult Income and BlogFeedback datasets. BlogFeedback data is attached as zip…☆10Jun 24, 2022Updated 4 years ago
- PyTAIL - Interactive and Incremental Learning of NLP Models with Human in the Loop for Online Data☆13Dec 3, 2022Updated 3 years ago
- Unofficial implementation of: Multi-task learning using uncertainty to weigh losses for scene geometry and semantics☆566Nov 1, 2021Updated 4 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
- AdaTriplet loss & automargin method☆20Mar 8, 2022Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆14Jun 25, 2020Updated 6 years ago
- ☆11Nov 14, 2020Updated 5 years ago
- a much more complex case using GradNorm, where the layer sharing situation is sophisticated.☆16Feb 21, 2019Updated 7 years ago
- SPA: Self-Peripheral-Attention for Central-Peripheral Interactions in Endoscopic Image Classification and Segmentation☆12Feb 5, 2024Updated 2 years ago
- ☆11Nov 11, 2023Updated 2 years ago
- CoReRank: Ranking to Detect Users Involved in Blackmarket-based Collusive Retweeting Activities (WSDM 2019)☆12Feb 25, 2019Updated 7 years ago
- Repository with code for MaChAmp: https://aclanthology.org/2021.eacl-demos.22/☆91Jun 3, 2026Updated last month