{"id":21414322,"url":"https://github.com/brickfrog/bf-minitorch","last_synced_at":"2025-03-16T18:40:37.741Z","repository":{"id":199619971,"uuid":"435807570","full_name":"brickfrog/bf-minitorch","owner":"brickfrog","description":null,"archived":false,"fork":false,"pushed_at":"2021-12-07T08:54:02.000Z","size":61,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-14T22:52:45.406Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"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/brickfrog.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}},"created_at":"2021-12-07T08:54:00.000Z","updated_at":"2021-12-07T08:54:07.000Z","dependencies_parsed_at":"2023-10-11T09:14:19.844Z","dependency_job_id":null,"html_url":"https://github.com/brickfrog/bf-minitorch","commit_stats":null,"previous_names":["brickfrog/bf-minitorch"],"tags_count":0,"template":false,"template_full_name":"minitorch/minitorch","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brickfrog%2Fbf-minitorch","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brickfrog%2Fbf-minitorch/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brickfrog%2Fbf-minitorch/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brickfrog%2Fbf-minitorch/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/brickfrog","download_url":"https://codeload.github.com/brickfrog/bf-minitorch/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243911189,"owners_count":20367642,"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":[],"created_at":"2024-11-22T18:28:39.127Z","updated_at":"2025-03-16T18:40:37.718Z","avatar_url":"https://github.com/brickfrog.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\n\n\u003cimg src=\"http://minitorch.github.io/_images/minitorch.svg\"\u003e\n\nThis repo is the full student code for minitorch. It is designed as a \nsingle repo that can be completed part by part following the guide book. \nIt uses GitHub CI to run the tests for each module. \n\n* [Full Guide](http://minitorch.github.io) \n\nMiniTorch is a *diy teaching library*\nfor machine learning engineers who wish to learn about the internal\nconcepts underlying deep learning systems.  It is a pure Python\nre-implementation of the [Torch](http://www.pytorch.org) API\ndesigned to be simple, easy-to-read, tested, and incremental. The\nfinal library can run Torch code. The project was developed for the\ncourse 'Machine Learning Engineering' at Cornell Tech.\n\nTo get started, first read [setup](http://minitorch.github.io/setup) to\nbuild your workspace.  Then follow through each of the modules to the\nright. Minimal computational resources are required.\nModule starting code is available on GitHub, and each proceeds\nincrementally from past modules.\n\nEnjoy!\n\nSasha Rush ([@srush_nlp](https://twitter.com/srush_nlp)) with Ge Gao and Anton Abilov\n\nTopics covered:\n\n* Basic Neural Networks and Modules\n* Autodifferentiation for Scalars\n* Tensors, Views, and Strides\n* Parallel Tensor Operations\n* GPU / CUDA Programming in NUMBA\n* Convolutions and Pooling\n* Advanced NN Functions\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbrickfrog%2Fbf-minitorch","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbrickfrog%2Fbf-minitorch","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbrickfrog%2Fbf-minitorch/lists"}