{"id":13791123,"url":"https://github.com/jcrodriguez1989/KerasModelCreator","last_synced_at":"2025-05-12T09:34:06.848Z","repository":{"id":144177491,"uuid":"169421890","full_name":"jcrodriguez1989/KerasModelCreator","owner":"jcrodriguez1989","description":"ShinyApp: Visually design Keras models for R language","archived":false,"fork":false,"pushed_at":"2019-02-22T13:41:41.000Z","size":46,"stargazers_count":5,"open_issues_count":0,"forks_count":0,"subscribers_count":5,"default_branch":"master","last_synced_at":"2024-11-13T01:11:08.357Z","etag":null,"topics":["deep-learning","designer","gui","keras","model","r","shiny","tensorflow"],"latest_commit_sha":null,"homepage":"","language":"R","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/jcrodriguez1989.png","metadata":{"files":{"readme":"README.Rmd","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}},"created_at":"2019-02-06T14:49:28.000Z","updated_at":"2022-05-26T21:59:18.000Z","dependencies_parsed_at":null,"dependency_job_id":"c75f7e28-3bdc-40a3-a041-203c387fc90f","html_url":"https://github.com/jcrodriguez1989/KerasModelCreator","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/jcrodriguez1989%2FKerasModelCreator","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jcrodriguez1989%2FKerasModelCreator/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jcrodriguez1989%2FKerasModelCreator/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jcrodriguez1989%2FKerasModelCreator/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jcrodriguez1989","download_url":"https://codeload.github.com/jcrodriguez1989/KerasModelCreator/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":225133681,"owners_count":17426041,"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","designer","gui","keras","model","r","shiny","tensorflow"],"created_at":"2024-08-03T22:00:56.079Z","updated_at":"2024-11-18T05:32:00.575Z","avatar_url":"https://github.com/jcrodriguez1989.png","language":"R","funding_links":[],"categories":["Keras Cheatsheet"],"sub_categories":["Model Creator"],"readme":"---\ntitle: \"Keras Model Creator\"\noutput: github_document\n---\n\nVisually design [Keras models for R language](https://keras.rstudio.com/). \n\nThe idea of Keras Model Creator is based on [Deep Learning Studio](\nhttps://deepcognition.ai/features/deep-learning-studio/).\n\nTake a look at the [guided tour!](\nhttps://jcrodriguez.shinyapps.io/KerasModelCreator/?help)\n\n## Features\n\n* Add layers and connections manually.\n\n* Set compile options.\n\n* Get automatically generated code.\n\n## Installation\n\nClone KerasModelCreator repository, i.e., from a bash console:\n\n```{bash eval=FALSE}\ngit clone https://github.com/jcrodriguez1989/KerasModelCreator.git;\n```\n\nInstall package dependencies, i.e., from R console:\n\n```{r eval=FALSE}\ninstall.packages(c(\n  \"jsonlite\",\n  \"keras\", # not a dependency, but come on!\n  \"shiny\",\n  \"shinythemes\",\n  \"visNetwork\"\n));\n```\n\n## Usage\n\nFrom an R console type:\n\n```{r eval=FALSE}\n# replace by the PATH where KerasModelCreator was cloned\nsetwd(\"KERASMODELCREATOR_PATH\");\n\nlibrary(\"shiny\");\n# will open the app in a web browser\nrunApp();\n```\n\nOr visit the [example app](https://jcrodriguez.shinyapps.io/KerasModelCreator/)\nat shinyapps.io\n\nAnd take the [guided tour](\nhttps://jcrodriguez.shinyapps.io/KerasModelCreator/?help).\n\n## Limitations\n\n* Few network layers already developed.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjcrodriguez1989%2FKerasModelCreator","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjcrodriguez1989%2FKerasModelCreator","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjcrodriguez1989%2FKerasModelCreator/lists"}