{"id":17647142,"url":"https://github.com/ellisvalentiner/deepoperators","last_synced_at":"2026-01-19T22:31:35.820Z","repository":{"id":78488579,"uuid":"170769482","full_name":"ellisvalentiner/DeepOperators","owner":"ellisvalentiner","description":"Deeply Learned Boolean Operators","archived":false,"fork":false,"pushed_at":"2019-10-18T06:09:08.000Z","size":87,"stargazers_count":1,"open_issues_count":6,"forks_count":1,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-04-07T03:32:31.891Z","etag":null,"topics":["deep-learning","hacktoberfest","operators","r"],"latest_commit_sha":null,"homepage":"","language":"R","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/ellisvalentiner.png","metadata":{"files":{"readme":"README.Rmd","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":"2019-02-14T22:55:25.000Z","updated_at":"2020-10-16T19:07:28.000Z","dependencies_parsed_at":"2023-02-27T22:15:19.978Z","dependency_job_id":null,"html_url":"https://github.com/ellisvalentiner/DeepOperators","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/ellisvalentiner/DeepOperators","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ellisvalentiner%2FDeepOperators","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ellisvalentiner%2FDeepOperators/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ellisvalentiner%2FDeepOperators/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ellisvalentiner%2FDeepOperators/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ellisvalentiner","download_url":"https://codeload.github.com/ellisvalentiner/DeepOperators/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ellisvalentiner%2FDeepOperators/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28587240,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-01-19T20:45:59.482Z","status":"ssl_error","status_checked_at":"2026-01-19T20:45:41.500Z","response_time":67,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"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","hacktoberfest","operators","r"],"created_at":"2024-10-23T11:10:42.314Z","updated_at":"2026-01-19T22:31:35.801Z","avatar_url":"https://github.com/ellisvalentiner.png","language":"R","funding_links":[],"categories":[],"sub_categories":[],"readme":"---\noutput: github_document\n---\n\n\u003c!-- README.md is generated from README.Rmd. Please edit that file --\u003e\n\n```{r setup, include = FALSE}\nknitr::opts_chunk$set(\n  collapse = TRUE,\n  comment = \"#\u003e\",\n  fig.path = \"man/figures/README-\",\n  out.width = \"100%\"\n)\n```\n# DeepOperators\n\n[![Travis build status](https://travis-ci.org/ellisvalentiner/DeepOperators.svg?branch=master)](https://travis-ci.org/ellisvalentiner/DeepOperators)\n[![Coverage status](https://codecov.io/gh/ellisvalentiner/DeepOperators/branch/master/graph/badge.svg)](https://codecov.io/github/ellisvalentiner/DeepOperators?branch=master)\n\nThe goal of DeepOperators is to provide pre-trained deeply learned boolean operators.\n\nThe `%\u0026%` and `%|%` operators turn plain old business logic into \"deep learning\", \"machine learning\", and \"AI\" problems. Because business folk sometimes dictate how problems are solved, DeepOperators enables the ~~programmer~~ Data Scientist to use \"deep learning\" when it is required but it would otherwise be more practical to use built-in logical operators.\n\n## Installation\n\nYou can install the development version of DeepOperators from GitHub with:\n\n``` r\n# install.packages(\"remotes\")\nremotes::install_github(\"ellisvalentiner/DeepOperators\")\n```\n\n## Example\n\nThis is a basic example of the DeepOperator functions:\n\n```{r}\nlibrary(DeepOperators)\n\n# using the deep AND operator, %\u0026%\nTRUE %\u0026% FALSE\nTRUE %\u0026% TRUE\n\n# using the deep OR operator, %|%\nTRUE %|% FALSE\nFALSE %|% FALSE\n```\n\nAdditionally DeepOperator provides function to automatically re-train the deep operators.\n\n```{r, eval=FALSE}\ntrain_deep_or()\ntrain_deep_and()\n```\n\n## Provenance\n\nThis package was inspired by [Fizz Buzz in Tensorflow](http://joelgrus.com/2016/05/23/fizz-buzz-in-tensorflow/).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fellisvalentiner%2Fdeepoperators","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fellisvalentiner%2Fdeepoperators","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fellisvalentiner%2Fdeepoperators/lists"}