{"id":21181613,"url":"https://github.com/utility-code/sprintdl","last_synced_at":"2025-03-14T19:28:19.349Z","repository":{"id":91712979,"uuid":"367346986","full_name":"utility-code/sprintdl","owner":"utility-code","description":"pytorch wrapper for easier experimentation","archived":false,"fork":false,"pushed_at":"2021-06-19T17:37:52.000Z","size":4455,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-01-21T12:23:17.632Z","etag":null,"topics":["deep-learning","deep-neural-networks","pytorch"],"latest_commit_sha":null,"homepage":"https://subhadityamukherjee.github.io/sprintdl/","language":"Jupyter Notebook","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/utility-code.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,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2021-05-14T11:51:45.000Z","updated_at":"2022-01-11T21:51:15.000Z","dependencies_parsed_at":"2023-03-15T09:00:11.302Z","dependency_job_id":null,"html_url":"https://github.com/utility-code/sprintdl","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/utility-code%2Fsprintdl","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/utility-code%2Fsprintdl/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/utility-code%2Fsprintdl/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/utility-code%2Fsprintdl/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/utility-code","download_url":"https://codeload.github.com/utility-code/sprintdl/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243634758,"owners_count":20322822,"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":["deep-learning","deep-neural-networks","pytorch"],"created_at":"2024-11-20T17:51:40.919Z","updated_at":"2025-03-14T19:28:19.327Z","avatar_url":"https://github.com/utility-code.png","language":"Jupyter Notebook","readme":"# SprintDL\n\n- A convenience wrapper over Pytorch\n- Faster research and experimentation\n- Based on [fastai](https://github.com/fastai)\n- Not tooo high level and meant only for the \"bit\" advanced researcher\n- Many many convenience functions that one would need\n- (This library is not stable right now. Everything works of course, but they will be changed and rearranged eventually)\n\n# Features\n- Check features.md for a full list\n\n## Documentation\n- Okay so writing examples will take forever, so please check function documentation and the demos folder for most of what you need\n- Check the syntax folder for documentation\n- Check demos folder\n- [Function documentation](https://subhadityamukherjee.github.io/sprintdl/)\n- There will be blogs on the topics that were required and [more here](https://www.subhadityamukherjee.me/)\n\n## Why\n- I loved fastai, but in many things didnt agree with the way they went. I also needed some extra features that might have not ever been approved\n- I wanted to learn DL even better. Thanks to the fastai course, I could do that. What better way to learn than make a whole library?\n- On my way to be a better researcher, I have to take apart the things I take for granted. So, heres the cure for it.\n\n## Reqs\n- pip install -r requirements.txt\n\n## Thank you\n- A huge huge huge huge thank you to [Jeremy Howard](https://scholar.google.com/scholar?q=jeremy%20howard), [Rachel Thomas](https://scholar.google.com/scholar?hl=en\u0026as_sdt=0%2C5\u0026q=rachel+thomas\u0026btnG=\u0026oq=rachel+th), [Sylvian Gugger](https://scholar.google.com/scholar?hl=en\u0026as_sdt=0%2C5\u0026q=S+gugger\u0026btnG=) and the whole fastai team for just being absolutely amazing and helpful\n\n## Contributions\n- Feel free to suggest requests or changes. Especially if I have made any mistakes\n- Unlike the original fastai, this is just by me. Mainly for my research. In the spirit of open source, I wanted to share it here :)\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Futility-code%2Fsprintdl","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Futility-code%2Fsprintdl","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Futility-code%2Fsprintdl/lists"}