{"id":13435484,"url":"https://github.com/radi-cho/create-tf-app","last_synced_at":"2025-04-12T00:32:30.624Z","repository":{"id":122004198,"uuid":"580147518","full_name":"radi-cho/create-tf-app","owner":"radi-cho","description":"Set up and maintain a machine learning project in Tensorflow with a single script.","archived":false,"fork":false,"pushed_at":"2022-12-24T10:24:52.000Z","size":16,"stargazers_count":4,"open_issues_count":0,"forks_count":1,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-03-25T20:12:41.060Z","etag":null,"topics":["cli","machine-learning","shell-script","tensorflow"],"latest_commit_sha":null,"homepage":"","language":"Python","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/radi-cho.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}},"created_at":"2022-12-19T20:51:27.000Z","updated_at":"2023-02-07T15:24:23.000Z","dependencies_parsed_at":null,"dependency_job_id":"1d36cd2c-d350-449d-bbb8-7221814d465e","html_url":"https://github.com/radi-cho/create-tf-app","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/radi-cho%2Fcreate-tf-app","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/radi-cho%2Fcreate-tf-app/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/radi-cho%2Fcreate-tf-app/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/radi-cho%2Fcreate-tf-app/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/radi-cho","download_url":"https://codeload.github.com/radi-cho/create-tf-app/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248501129,"owners_count":21114614,"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":["cli","machine-learning","shell-script","tensorflow"],"created_at":"2024-07-31T03:00:36.070Z","updated_at":"2025-04-12T00:32:30.602Z","avatar_url":"https://github.com/radi-cho.png","language":"Python","funding_links":[],"categories":["Tools/Utilities","Uncategorized","Sample Codes / Projects \u003ca name=\"sample\" /\u003e ⛏️📐📁"],"sub_categories":["Uncategorized","General 🚧 \u003ca name=\"GeneralCode\" /\u003e"],"readme":"# create-tf-app\nSet up and maintain a machine learning project in Tensorflow with a single script.\n\nInspired by [create-react-app](https://github.com/facebook/create-react-app) and [create-ml-app](https://github.com/shreyashankar/create-ml-app). Made by [radi-cho](https://github.com/radi-cho).\n\n## Usage\n\nMake sure [Conda](https://docs.conda.io/en/latest/) is available on your device. Alternatively, if you don't need environment management, you can just use `main.py` as a template or edit `tf_app.sh` per your needs.\n\n```sh\ngit clone https://github.com/radi-cho/create-tf-app.git tf_app\ncd tf_app\nsh ./tf_app.sh {create_env|run|lint|run_tensorboard}\n```\n\n- `create_env` - Create a Conda environment (named tf_app by default) and install necessary packages.\n- `run` - Run `main.py` in the appropriate environment and pass any arguments to it.\n- `lint` - Run [flake8](https://pypi.org/project/flake8/) linting for all `.py` files unless specific filenames are be provided.\n- `run_tensorboard` - Run [Tensorboard](https://tensorboard.dev/) to visualize records in the ./logs directory.\n\nYou can use an environment variable - `TF_APP_ENV_NAME` - to create multiple projects or set a specific name.\n\n```sh\nTF_APP_ENV_NAME=tf_app2 sh ./tf_app.sh {create_env|run|lint|run_tensorboard}\n```\n\nIf you need to edit your environment or execute specific commands in it, you can always enter it with `conda activate tf_app`.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fradi-cho%2Fcreate-tf-app","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fradi-cho%2Fcreate-tf-app","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fradi-cho%2Fcreate-tf-app/lists"}