{"id":21956735,"url":"https://github.com/icejan/predicton-systems","last_synced_at":"2026-05-08T18:34:36.937Z","repository":{"id":222907777,"uuid":"710573816","full_name":"icejan/Predicton-Systems","owner":"icejan","description":"Various systems that train on data and generate a prediction","archived":false,"fork":false,"pushed_at":"2024-02-16T22:10:45.000Z","size":3,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-22T19:26:35.704Z","etag":null,"topics":["lightfm","machine-learning","numpy","python","scikit-learn"],"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/icejan.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}},"created_at":"2023-10-27T01:36:30.000Z","updated_at":"2024-02-17T03:14:39.000Z","dependencies_parsed_at":"2024-02-16T23:26:15.865Z","dependency_job_id":"3af12761-ae08-49a8-97d5-46e829c7622c","html_url":"https://github.com/icejan/Predicton-Systems","commit_stats":null,"previous_names":["icejan/simple-recommendation-systems"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/icejan/Predicton-Systems","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/icejan%2FPredicton-Systems","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/icejan%2FPredicton-Systems/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/icejan%2FPredicton-Systems/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/icejan%2FPredicton-Systems/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/icejan","download_url":"https://codeload.github.com/icejan/Predicton-Systems/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/icejan%2FPredicton-Systems/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32792233,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-08T08:22:46.396Z","status":"ssl_error","status_checked_at":"2026-05-08T08:22:45.650Z","response_time":54,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.6:443 state=error: 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":["lightfm","machine-learning","numpy","python","scikit-learn"],"created_at":"2024-11-29T08:38:02.222Z","updated_at":"2026-05-08T18:34:36.917Z","avatar_url":"https://github.com/icejan.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Prediciton Systems\n\u003ca name=\"readme-top\"\u003e\u003c/a\u003e\n\n## Table of Contents\n* [Introduction](#introduction)\n* [Technologies](#technologies)\n* [Prerequisites](#prerequisites)\n* [Installation](#installation)\n* [Features](#features)\n* [Credits](#credits)\n\n## Introduction\nA system that trains on a dataset to generate movie recommendations for users and can also classify the gender of a person based on given test data.\n\n## Technologies\nThe project is created with:\n* Python\n* Scikit-learn\n* NumPy\n* SciPy\n* LightFM\n\n\u003cp align=\"right\"\u003e(\u003ca href=\"#readme-top\"\u003eback to top\u003c/a\u003e)\u003c/p\u003e\n\n## Prerequisites\nTo run the application on your own computer, you must have python3 installed\n\n\u003cp align=\"right\"\u003e(\u003ca href=\"#readme-top\"\u003eback to top\u003c/a\u003e)\u003c/p\u003e\n\n## Installation\nClone the repo:\n\n`git clone https://github.com/icejan/Prediction-Systems.git`\n\n\u003cp align=\"right\"\u003e(\u003ca href=\"#readme-top\"\u003eback to top\u003c/a\u003e)\u003c/p\u003e\n\n## Features\n* generates top 3 movie recommendations for users\n* predicts the gender from given data (height, weight, foot size)\n\n\u003cp align=\"right\"\u003e(\u003ca href=\"#readme-top\"\u003eback to top\u003c/a\u003e)\u003c/p\u003e\n\n## Credits\n* Tutorial from Siraj Raval - https://www.youtube.com/@SirajRaval\n* Tutorial from Arun Mathew Kurian - https://medium.com/@amkurian\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ficejan%2Fpredicton-systems","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ficejan%2Fpredicton-systems","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ficejan%2Fpredicton-systems/lists"}