{"id":13738202,"url":"https://github.com/namiyousef/multi-task-learning","last_synced_at":"2026-04-04T05:14:54.930Z","repository":{"id":40455829,"uuid":"439403000","full_name":"namiyousef/multi-task-learning","owner":"namiyousef","description":"Repository for multi task learning","archived":false,"fork":false,"pushed_at":"2022-05-07T08:40:47.000Z","size":592,"stargazers_count":2,"open_issues_count":7,"forks_count":2,"subscribers_count":3,"default_branch":"main","last_synced_at":"2025-03-30T23:27:47.709Z","etag":null,"topics":["mtl","pytorch","pytorch-implementation","torch","torchvision"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/namiyousef.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2021-12-17T16:59:51.000Z","updated_at":"2022-05-08T23:02:41.000Z","dependencies_parsed_at":"2022-08-09T21:00:58.783Z","dependency_job_id":null,"html_url":"https://github.com/namiyousef/multi-task-learning","commit_stats":null,"previous_names":[],"tags_count":1,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/namiyousef%2Fmulti-task-learning","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/namiyousef%2Fmulti-task-learning/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/namiyousef%2Fmulti-task-learning/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/namiyousef%2Fmulti-task-learning/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/namiyousef","download_url":"https://codeload.github.com/namiyousef/multi-task-learning/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":253105360,"owners_count":21855009,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["mtl","pytorch","pytorch-implementation","torch","torchvision"],"created_at":"2024-08-03T03:02:14.255Z","updated_at":"2026-04-04T05:14:54.913Z","avatar_url":"https://github.com/namiyousef.png","language":"Python","readme":"# Multi-Task Learning\n\nHow to run main code:\n- Clone the repository.\n- Create a new environment from `requirements.txt`.\n- Run `main.py`.\n\nHow to use this as a library:\n- You can import functions from from the different files. The code is designed to behave like a module.\n- In particular, the function `get_prebuilt_model` is very useful if you want to load in-built (default) models.\n- You can add new defaults based on configurations that you build.\n- It is also possible to build models in a bespoke way.\n\n\nHow to run legacy code:\n- The legacy code behaves slightly differently to the main code. It is included for reference.\n- In particular, `main_colab.py` and `colab_continue_train.py` are useful if you are running on Colab and have trouble with runtimes restarting. You can use them to save models and then re-train from the previously saved state.\n- `main.py` from `legacy` should not be used.\n","funding_links":[],"categories":["Python"],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnamiyousef%2Fmulti-task-learning","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fnamiyousef%2Fmulti-task-learning","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnamiyousef%2Fmulti-task-learning/lists"}