{"id":18359683,"url":"https://github.com/nachiket273/micrograd_rs","last_synced_at":"2026-01-05T04:44:35.550Z","repository":{"id":255254525,"uuid":"849016652","full_name":"nachiket273/micrograd_rs","owner":"nachiket273","description":"A Beginner's implementation of Andrej karpathy's micrograd in Rust.","archived":false,"fork":false,"pushed_at":"2024-09-19T18:35:29.000Z","size":34,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-05T09:52:19.729Z","etag":null,"topics":["micrograd","mlp","neural-networks","relu","rust","study-project"],"latest_commit_sha":null,"homepage":"","language":"Rust","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/nachiket273.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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":"2024-08-28T20:28:45.000Z","updated_at":"2024-09-19T18:35:32.000Z","dependencies_parsed_at":"2024-08-28T21:59:32.926Z","dependency_job_id":"11ae5a09-8940-4938-8061-cfb33a7c67ef","html_url":"https://github.com/nachiket273/micrograd_rs","commit_stats":null,"previous_names":["nachiket273/micrograd_rs"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nachiket273%2Fmicrograd_rs","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nachiket273%2Fmicrograd_rs/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nachiket273%2Fmicrograd_rs/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nachiket273%2Fmicrograd_rs/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/nachiket273","download_url":"https://codeload.github.com/nachiket273/micrograd_rs/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247488660,"owners_count":20946978,"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":["micrograd","mlp","neural-networks","relu","rust","study-project"],"created_at":"2024-11-05T22:24:07.199Z","updated_at":"2026-01-05T04:44:35.480Z","avatar_url":"https://github.com/nachiket273.png","language":"Rust","funding_links":[],"categories":[],"sub_categories":[],"readme":"# micrograd_rs\n[![Crate](https://img.shields.io/crates/v/micrograd_rs_nt.svg)](https://crates.io/crates/micrograd_rs_nt)\n\n\n\u003cbr\u003e\n\nA Rust Beginner's implementation of [Andrej karpathy's micrograd](https://github.com/karpathy/micrograd). \u003cbr\u003e\nHere's [Link](https://www.youtube.com/watch?v=VMj-3S1tku0) to the YouTube video. \u003cbr\u003e\nAlso thanks to [micrograd-rust](https://github.com/sloganking/micrograd-rust) for reference implementation in rust.\n\u003cbr\u003e\n\n\n\n## The current implementation is limited to:\u003cbr\u003e\n==============================================\u003cbr\u003e\n* scalar valued autograd\n* Implementation of forward and backward pass for arithmetic operations and power operation.\n* Implementation of forward and backward pass for activation functions - tanh and relu.\n\u003cbr\u003e\n\n## Sample Output: \u003cbr\u003e\n===============================================\u003cbr\u003e\n![Sample Training Output for MLP](./img/train.png)\n\n\u003cbr\u003e\n\n## TO-DO:\n==========================================\n* graph visulization using libraries like [graphviz](https://graphviz.org/download/)\n* Implementation of Tensor type library from scratch\n* Improve implementation of MLP, activations etc for Tensors.\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnachiket273%2Fmicrograd_rs","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fnachiket273%2Fmicrograd_rs","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnachiket273%2Fmicrograd_rs/lists"}