{"id":20408223,"url":"https://github.com/hashlag/spotify_tracks_popularity","last_synced_at":"2025-06-16T09:07:23.582Z","repository":{"id":189579730,"uuid":"680129837","full_name":"hashlag/spotify_tracks_popularity","owner":"hashlag","description":"Spotify track popularity prediction with linear regression","archived":false,"fork":false,"pushed_at":"2023-08-20T19:52:40.000Z","size":15716,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-15T13:06:45.522Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Python","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/hashlag.png","metadata":{"files":{"readme":"README.md","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}},"created_at":"2023-08-18T12:13:45.000Z","updated_at":"2023-09-02T15:42:04.000Z","dependencies_parsed_at":null,"dependency_job_id":"ea409f50-47c7-4a17-9cab-eaf24ae5d5ac","html_url":"https://github.com/hashlag/spotify_tracks_popularity","commit_stats":null,"previous_names":["hashlag/spotify_tracks_popularity"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hashlag%2Fspotify_tracks_popularity","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hashlag%2Fspotify_tracks_popularity/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hashlag%2Fspotify_tracks_popularity/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hashlag%2Fspotify_tracks_popularity/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/hashlag","download_url":"https://codeload.github.com/hashlag/spotify_tracks_popularity/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":241953000,"owners_count":20048109,"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":"2024-11-15T05:29:24.623Z","updated_at":"2025-03-05T02:29:17.839Z","avatar_url":"https://github.com/hashlag.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Spotify track popularity prediction with linear regression\n\nThis model tries to predict the popularity score of a track on Spotify based on\n[Spotify tracks DB dataset](https://www.kaggle.com/datasets/zaheenhamidani/ultimate-spotify-tracks-db)\n\n## Run model\n\nYou should have `pandas`, `torch` and  `sklearn` installed.\n\nThen you can navigate to the project directory and run the model with:\n```\npython linear.py\n```\n\n## Testing\n\nHere is a visualization of MAE change during training\n\n![train loss plot](https://raw.githubusercontent.com/hashlag/spotify_tracks_popularity/main/train_loss_plot.png)\n\nTo get actual MAE on testing data just run the `linear.py` script.","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhashlag%2Fspotify_tracks_popularity","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhashlag%2Fspotify_tracks_popularity","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhashlag%2Fspotify_tracks_popularity/lists"}