{"id":28935065,"url":"https://github.com/stynw7/jroll-ai","last_synced_at":"2026-03-10T11:07:03.469Z","repository":{"id":298030689,"uuid":"969490370","full_name":"StyNW7/JRoll-AI","owner":"StyNW7","description":"Software Engineering - JRoll AI Repository 🎬","archived":false,"fork":false,"pushed_at":"2025-06-17T12:03:30.000Z","size":38072,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-12-20T12:28:05.452Z","etag":null,"topics":["classification","jupyter-notebook","kaggle","machine-learning","python","recommendation-system","tensorflow"],"latest_commit_sha":null,"homepage":"https://jroll-frontend.vercel.app/","language":"Jupyter Notebook","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/StyNW7.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,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2025-04-20T09:11:18.000Z","updated_at":"2025-06-17T12:05:05.000Z","dependencies_parsed_at":"2025-07-23T18:34:19.316Z","dependency_job_id":"09f523d6-f552-4160-a3ec-22528b6601b8","html_url":"https://github.com/StyNW7/JRoll-AI","commit_stats":null,"previous_names":["stynw7/jroll-ai"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/StyNW7/JRoll-AI","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/StyNW7%2FJRoll-AI","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/StyNW7%2FJRoll-AI/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/StyNW7%2FJRoll-AI/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/StyNW7%2FJRoll-AI/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/StyNW7","download_url":"https://codeload.github.com/StyNW7/JRoll-AI/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/StyNW7%2FJRoll-AI/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":30331658,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-03-10T05:25:20.737Z","status":"ssl_error","status_checked_at":"2026-03-10T05:25:17.430Z","response_time":106,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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":["classification","jupyter-notebook","kaggle","machine-learning","python","recommendation-system","tensorflow"],"created_at":"2025-06-22T19:10:16.073Z","updated_at":"2026-03-10T11:07:03.429Z","avatar_url":"https://github.com/StyNW7.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003ch1 align=\"center\"\u003e J-Roll AI Repository \u003c/h1\u003e \u003cbr\u003e\n\u003cp align=\"center\"\u003e\n  \u003ca href=\"\"\u003e\n    \u003cimg alt=\"J-Roll\" title=\"J-Roll\" src=\"./img/logo.png\" width=\"360px\"\u003e\n  \u003c/a\u003e\n\u003c/p\u003e\n\n\u003cp align=\"center\"\u003e\n  \u003ca href=\"#\"\u003e\u003cb\u003eSoftware Engineering at BINUS University\u003c/b\u003e\u003c/a\u003e\n  \u003cbr\u003e\n  \u003cb\u003eJ-Roll\u003c/b\u003e redefines the digital streaming experience by merging \u003cb\u003enext-generation security\u003c/b\u003e, \u003cb\u003eAI-driven personalization\u003c/b\u003e, and a \u003cb\u003ehealthy, inclusive community\u003c/b\u003e. Designed with \u003cb\u003edevice binding technology\u003c/b\u003e and intelligent content recommendations, J-Roll ensures every viewer enjoys a safe, tailored, and immersive experience—whether watching anime, movies, or original shows.\n\u003c/p\u003e\n\n\n---\n\n## 🌐 All GitHub Repository\n\n\u003cul\u003e\n    \u003cli\u003e\u003cb\u003eFrontend Repository\u003c/b\u003e\u003c/li\u003e\n    \u003ca href=\"https://github.com/StyNW7/JRoll-Frontend\"\u003ehttps://github.com/StyNW7/JRoll-Frontend\u003c/a\u003e\n    \u003cli\u003e\u003cb\u003eBackend Repository\u003c/b\u003e\u003c/li\u003e\n    \u003ca href=\"https://github.com/StyNW7/JRoll-Backend\"\u003ehttps://github.com/StyNW7/JRoll-Backend\u003c/a\u003e\n    \u003cli\u003e\u003cb\u003eAI Repository\u003c/b\u003e\u003c/li\u003e\n    \u003ca href=\"https://github.com/StyNW7/JRoll-AI\"\u003ehttps://github.com/StyNW7/JRoll-AI\u003c/a\u003e\n\u003c/ul\u003e\n\n---\n\n## 🛠️ Jupyter Notebook + Dataset\n\n### AI - Toxic Comment Classification\nLink Colab : https://colab.research.google.com/drive/1FtGnZnfmnV4V4ejk11l-91S0cvKC419l?usp=sharing\n\nLink Dataset : https://www.kaggle.com/c/jigsaw-multilingual-toxic-comment-classification/data\n\n### AI - Anime Recommender System\nLink Colab : https://colab.research.google.com/drive/1_aQ9UDUJ-9tNp79XctqG64wVy3or9Y1m?usp=sharing\n\nLink Dataset: https://www.kaggle.com/datasets/dbdmobile/myanimelist-dataset?select=anime-dataset-2023.csv\n\n---\n\n## 🧩 Core Features\n\n- 🎬 **Collaborative and Content Based Anime Recommendation**\n- 💬 **Toxic Comment Classification**\n\n---\n\n## 🚀 Live Demo\nVisit the deployed application here:\n\u003cbr\u003e\n👉 [https://jroll-frontend.vercel.app/](https://jroll-frontend.vercel.app/)\n\n---\n\n## 🧰 Getting Started Locally (AI Version)\n\n### Prerequisites\n- **Python version ^12**\n- **Git**\n\n### Run Local for J-Roll AI (First Setup)\n```bash\ngit clone https://github.com/StyNW7/Jroll-AI.git\ncd jroll-ai\n\npython -m venv venv\n\nvenv\\Scripts\\activate (Windows)\nsource venv/bin/activate (macOS / Linux)\n\npip install --upgrade pip\npip install -r requirements.txt\n```\n\n### Run Local for both AI Services\n\n```\npython app.py\n```\n\n### Run Local for AI Recommendation Anime only\n\n```\ncd Recommend_Anime\npython ml_recommendationsystemanime.py (to get the model)\npython app.py\n```\n\n### Run Local for AI Toxic Comment Classification only\n\n```\ncd Toxic_Classification\npython ml_toxicclassificaiton.py (to get the model)\npython app.py\n```\n\n\u003e [!TIP]\n\u003e \n\u003e Make sure to put the dataset first in each AI Service Directory to run it locally\n\n---\n\n## 👥 Team\nThis project was created for Software Engineering Project at BINUS University by:\n\n- **Stanley Nathanael Wijaya** - 2702217125\n- **Valentino Febrian Kencono** - 2702217125\n- **Steve Febryanto Tan** - 2702267073\n- **Rony Andrean** - 2702274734\n- **Nickson Leviel Hermawan** - 2702255092\n\n---\n\n## 📝 Notes\nFor full documentation please checkout the \u003ca href=\"https://github.com/StyNW7/JRoll-Frontend\"\u003eJ-Roll Frontend Repository\u003c/a\u003e\n\n---\n\n## 📬 Contact\nHave questions or want to collaborate?\n\n- 📧 Email: stanley.n.wijaya7@gmail.com\n- 💬 Discord: `stynw7`\n\n\u003ccode\u003eJ-Roll: Where Chilling combines with Security – Smart Choice, Trusted Community, and AI-Powered Experiences 📺🔐\u003c/code\u003e","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fstynw7%2Fjroll-ai","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fstynw7%2Fjroll-ai","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fstynw7%2Fjroll-ai/lists"}