{"id":23050921,"url":"https://github.com/codewithcharan/anime-recommender-streamlit-app","last_synced_at":"2025-10-11T05:09:59.364Z","repository":{"id":220325075,"uuid":"750479125","full_name":"CodeWithCharan/Anime-Recommender-Streamlit-App","owner":"CodeWithCharan","description":null,"archived":false,"fork":false,"pushed_at":"2024-02-07T11:20:00.000Z","size":30173,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-07-24T18:16:45.398Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"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/CodeWithCharan.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":"2024-01-30T18:10:56.000Z","updated_at":"2024-01-30T18:12:23.000Z","dependencies_parsed_at":"2024-02-07T12:36:05.608Z","dependency_job_id":null,"html_url":"https://github.com/CodeWithCharan/Anime-Recommender-Streamlit-App","commit_stats":null,"previous_names":["codewithcharan/anime-recommender-streamlit-app"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/CodeWithCharan/Anime-Recommender-Streamlit-App","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CodeWithCharan%2FAnime-Recommender-Streamlit-App","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CodeWithCharan%2FAnime-Recommender-Streamlit-App/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CodeWithCharan%2FAnime-Recommender-Streamlit-App/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CodeWithCharan%2FAnime-Recommender-Streamlit-App/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/CodeWithCharan","download_url":"https://codeload.github.com/CodeWithCharan/Anime-Recommender-Streamlit-App/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CodeWithCharan%2FAnime-Recommender-Streamlit-App/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":279006348,"owners_count":26084084,"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","status":"online","status_checked_at":"2025-10-11T02:00:06.511Z","response_time":55,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"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":[],"created_at":"2024-12-15T23:39:31.561Z","updated_at":"2025-10-11T05:09:59.343Z","avatar_url":"https://github.com/CodeWithCharan.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Anime-Recommendation-System\n\nIn this project, I've built an anime recommendation system to individual preferences. Just type your favorite anime in the search box and it will give you a list of anime recommendations based on your preferences like type (TV, OVA, etc), genre (Fantasy, Action, etc) and other features.\n\nTo achieve this, I performed various tasks, including Data cleaning, Feature engineering, Exploratory Data Analysis (EDA), Data preprocessing, Collaborative filtering, Content-based filtering and Model development.\n\n## Video Presentation\nhttps://github.com/CodeWithCharan/Anime-Recommender-Streamlit-App/assets/106027109/7fc498af-aa98-46e6-a76f-494b708e6237\n\n\n## DATASET\nThis dataset is taken from : https://www.kaggle.com/CooperUnion/anime-recommendations-database?select=anime.csv \u003cbr/\u003e\n\n### Anime.csv\n\n1. anime_id - myanimelist.net's unique id identifying an anime.\n2. name - full name of anime.\n3. genre - Action, Fantasy, Hentai, etc.\n4. type - movie, TV, OVA, etc.\n5. episodes - how many episodes in this show. (1 if movie).\n6. rating - average rating out of 10 for this anime.\n7. members - number of community members that are in this anime's \"group\".\n\n### Rating.csv\n\n1. user_id - non identifiable randomly generated user id.\n2. anime_id - the anime that this user has rated.\n3. rating - rating out of 10 this user has assigned (-1 if the user watched it but didn't assign a rating).\n\n## Acknowledgements\n`Thanks to myanimelist.net API for providing anime data and user ratings.`\n\nThis data set contains information on user preference data from 73,516 users on 12,294 anime. Each user is able to add anime to their completed list and give it a rating and this data set is a compilation of those ratings.\n\n## Installation\n\n1. Clone the repository:\n\n   ```\n   git clone https://github.com/CodeWithCharan/Anime-Recommender-Streamlit-App.git\n   ```\n\n2. Create a virtual environment (optional): [Virtual Environment Set Up](https://github.com/CodeWithCharan/virtual-env-setup)\n\n3. Install the required dependencies:\n\n    ```\n    pip install -r requirements.txt\n    ```\n\n4. Train the model or Download it from: [Google Drive](https://drive.google.com/drive/folders/1Ab_E46FOMCBktotQgeHsUJ5IfIdW27VP?usp=sharing)\n\n5. Run the Streamlit app:\n    ```\n    streamlit run app.py\n    ```\n\n## Usage\nAfter running the Streamlit app it will open your browser and will go to `http://localhost:####` to use the app. Now, Enter your favorite anime in the search box to get personalized recommendations.","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcodewithcharan%2Fanime-recommender-streamlit-app","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcodewithcharan%2Fanime-recommender-streamlit-app","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcodewithcharan%2Fanime-recommender-streamlit-app/lists"}