{"id":16600565,"url":"https://github.com/savjee/yt-spam-classifier","last_synced_at":"2025-03-21T13:32:40.513Z","repository":{"id":73407987,"uuid":"377519031","full_name":"Savjee/yt-spam-classifier","owner":"Savjee","description":"Using TensorFlow to automatically filter crypto-related spam comments on YouTube.","archived":false,"fork":false,"pushed_at":"2024-12-20T20:16:01.000Z","size":1480,"stargazers_count":38,"open_issues_count":2,"forks_count":14,"subscribers_count":4,"default_branch":"master","last_synced_at":"2025-03-18T01:51:27.358Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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/Savjee.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":"2021-06-16T14:11:35.000Z","updated_at":"2025-02-04T04:36:46.000Z","dependencies_parsed_at":null,"dependency_job_id":"b06f3ffb-03ef-49b1-ab86-778e2df7219a","html_url":"https://github.com/Savjee/yt-spam-classifier","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/Savjee%2Fyt-spam-classifier","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Savjee%2Fyt-spam-classifier/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Savjee%2Fyt-spam-classifier/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Savjee%2Fyt-spam-classifier/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Savjee","download_url":"https://codeload.github.com/Savjee/yt-spam-classifier/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":244806183,"owners_count":20513396,"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":[],"created_at":"2024-10-12T00:14:57.077Z","updated_at":"2025-03-21T13:32:40.508Z","avatar_url":"https://github.com/Savjee.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# yt-spam-filter\n\nUsing TensorFlow to automatically filter crypto-related spam comments on YouTube.\n🎬 See my video for more details: [https://youtu.be/zSEYC3CCA1I](https://youtu.be/zSEYC3CCA1I)\n\n## Repository structure\n\n* `00-CoreML test` -\u003e First test with Apple's CoreML.\n* `01-fetch-input-data` -\u003e Python script that fetches comments from YouTube and stores them in a CSV file\n* `02-rated-comments` -\u003e Dataset of comments from my channel, marked as spam (1) or not spam (0)\n* `03-tensorflow-training` -\u003e Jupyter notebook used to train the text classifier with TensorFlow\n* `04-inference` -\u003e Python script that runs periodically to filter latest comments on my channel\n\n\n## Installation\nClone this repo:\n```\ngit clone https://github.com/Savjee/yt-spam-classifier.git\n```\n\nInstall dependencies (might not be complete):\n```\npip3 install -r requirements.txt\n```\n\nCreate a `.env` file from the template, and fill in your YouTube API key and Channel ID\n```\ncp .env.dist .env\n```\n\nMore instructions to follow.\n\n## Contribute\nFeel free to fork or submit improvements but be gentle. This is my first ML and Python project (it probably shows).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsavjee%2Fyt-spam-classifier","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsavjee%2Fyt-spam-classifier","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsavjee%2Fyt-spam-classifier/lists"}