{"id":16391908,"url":"https://github.com/t-kalinowski/tfautograph","last_synced_at":"2025-03-16T16:31:12.040Z","repository":{"id":35157532,"uuid":"192135728","full_name":"t-kalinowski/tfautograph","owner":"t-kalinowski","description":"Autograph R for TensorFlow","archived":false,"fork":false,"pushed_at":"2023-05-16T00:03:42.000Z","size":771,"stargazers_count":18,"open_issues_count":7,"forks_count":2,"subscribers_count":5,"default_branch":"main","last_synced_at":"2025-03-15T04:39:48.631Z","etag":null,"topics":["autograph","r","tensorflow"],"latest_commit_sha":null,"homepage":"https://t-kalinowski.github.io/tfautograph/","language":"R","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/t-kalinowski.png","metadata":{"files":{"readme":"README.md","changelog":"NEWS.md","contributing":null,"funding":null,"license":"LICENSE.md","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":"2019-06-16T00:38:44.000Z","updated_at":"2024-04-01T07:38:21.000Z","dependencies_parsed_at":"2024-10-27T10:59:39.479Z","dependency_job_id":"c6b9cf3c-96b2-4472-ab4e-da304778e09e","html_url":"https://github.com/t-kalinowski/tfautograph","commit_stats":{"total_commits":229,"total_committers":2,"mean_commits":114.5,"dds":"0.026200873362445365","last_synced_commit":"60b59a7f42eac3b2b893cca2d7c3b34f0ae1088e"},"previous_names":[],"tags_count":3,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/t-kalinowski%2Ftfautograph","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/t-kalinowski%2Ftfautograph/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/t-kalinowski%2Ftfautograph/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/t-kalinowski%2Ftfautograph/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/t-kalinowski","download_url":"https://codeload.github.com/t-kalinowski/tfautograph/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243822283,"owners_count":20353499,"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":["autograph","r","tensorflow"],"created_at":"2024-10-11T04:47:44.516Z","updated_at":"2025-03-16T16:31:11.600Z","avatar_url":"https://github.com/t-kalinowski.png","language":"R","funding_links":[],"categories":[],"sub_categories":[],"readme":"\n\u003c!-- README.md is generated from README.Rmd. Please edit that file --\u003e\n\n# tfautograph\n\n\u003c!-- badges: start --\u003e\n[![CRAN status](https://www.r-pkg.org/badges/version/tfautograph)](https://CRAN.R-project.org/package=tfautograph)\n[![R build status](https://github.com/t-kalinowski/tfautograph/workflows/R-CMD-check/badge.svg)](https://github.com/t-kalinowski/tfautograph/actions?workflow=R-CMD-check)\n\u003c!-- badges: end --\u003e\n\nThis package implements autograph for R.\n\nIt lets you use tensors in R control flow expressions like `if`, `while`\nand `for` and automatically translates those expressions into tensorflow\ngraphs.\n\nIt is compatible with and tested against all Tensorflow versions \\\u003e=\n1.15 (including versions 2.x).\n\n## Learn More:\n\n  - [Getting Started](https://t-kalinowski.github.io/tfautograph/articles/tfautograph.html)\n\n## Demos\n\n  - Full [MNIST training loop](https://t-kalinowski.github.io/tfautograph/articles/demo-mnist.html)\n    using `autograph` and Tensorflow 2.\n\n## Additional Articles:\n\n  - Control dependencies in [Tensorflow version 1](https://t-kalinowski.github.io/tfautograph/articles/tf-v1.html)\n  - Giving `autograph` [hints](https://t-kalinowski.github.io/tfautograph/articles/hints.html)\n\n## Installation\n\nYou can install tfautograph from CRAN with:\n\n``` r\ninstall.packages(\"tfautograph\")\n```\n\nYou can install the development version from\n[GitHub](https://github.com/) with:\n\n``` r\n# install.packages(\"devtools\")\ndevtools::install_github(\"t-kalinowski/tfautograph\")\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ft-kalinowski%2Ftfautograph","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ft-kalinowski%2Ftfautograph","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ft-kalinowski%2Ftfautograph/lists"}