{"id":20703499,"url":"https://github.com/frederickroman/carscore","last_synced_at":"2026-05-05T15:31:33.811Z","repository":{"id":112471935,"uuid":"426125326","full_name":"FrederickRoman/Carscore","owner":"FrederickRoman","description":"full-stack web app that scores cars using neural network trained on UCI car evaluation dataset","archived":false,"fork":false,"pushed_at":"2022-02-11T23:01:34.000Z","size":1765,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-11T04:32:29.639Z","etag":null,"topics":["cars","classifier","express","expressjs","full-stack","node","nodejs","tensorflow","tensorflow-node","tensorflowjs","veutify","vuejs","vuejs2","vuex"],"latest_commit_sha":null,"homepage":"https://carscore.herokuapp.com","language":"Vue","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/FrederickRoman.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":"2021-11-09T07:05:37.000Z","updated_at":"2022-06-27T06:38:39.000Z","dependencies_parsed_at":"2023-05-15T06:45:13.353Z","dependency_job_id":null,"html_url":"https://github.com/FrederickRoman/Carscore","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/FrederickRoman/Carscore","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/FrederickRoman%2FCarscore","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/FrederickRoman%2FCarscore/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/FrederickRoman%2FCarscore/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/FrederickRoman%2FCarscore/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/FrederickRoman","download_url":"https://codeload.github.com/FrederickRoman/Carscore/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/FrederickRoman%2FCarscore/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":261892969,"owners_count":23226020,"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":["cars","classifier","express","expressjs","full-stack","node","nodejs","tensorflow","tensorflow-node","tensorflowjs","veutify","vuejs","vuejs2","vuex"],"created_at":"2024-11-17T01:08:16.941Z","updated_at":"2026-05-05T15:31:33.781Z","avatar_url":"https://github.com/FrederickRoman.png","language":"Vue","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Carscore\n\n\u003cdiv style=\"display:flex; flex-direction:column;\"\u003e\u003cimg src=\"https://github.com/FrederickRoman/Carscore/blob/main/client/src/assets/img/carscoreMetalLogo.svg\" alt=\"Carscore logo\" height=\"320\"/\u003e\n\u003c/div\u003e\n\n## ML-drive car resell scoring\n\nThis is a scoring system that uses a neural network train on [UCI car evaluation dataset](https://archive.ics.uci.edu/ml/datasets/car+evaluation). This neural net runs on the back-end and send its response through a REST API.\n\n\u003cdiv style=\"display:flex; justify-content:center; align-items:center;\"\u003e\n    \u003cimg src=\"https://github.com/FrederickRoman/Carscore/blob/main/docs/mockups/Homepage_mobile.png\" height=\"300\" alt=\"Carscore home page mobile mockup\"/\u003e\n    \u003cimg src=\"https://github.com/FrederickRoman/Carscore/blob/main/docs/mockups/Homepage_desktop.png\" height=\"300\" alt=\"Carscore home page desktop mockup\"/\u003e\n\u003c/div\u003e\n\n## Live website\n\nSee [Carscore website](https://carscore.heroku.app).\n\n## Tech stack used in this project (all is in this repo)\n\n- Client-side:\n    + Vue.js (2)\n    + Vuetify\n- Server-side:\n    + Node \n    + Express\n- Machine Learning (NN):\n    + Tensorflow.js (Node)\n\n## Project setup\n\n```\nnpm install\n```\n\n### Compiles and hot-reloads for client development\n\n```\nnpm run client_dev\n```\n\n### Compiles and hot-reloads for server development\n\n```\nnpm run server_dev\n```\n\n### Compiles and minifies for production\n\n```\nnpm run postinstall\n```\n\n### Lints and fixes client-side files\n\n```\nnpm run client_lint\n```\n\n### Retrains neural network (this is will overwrite the current one). The best one found so far is on the top level as /neural_network.\n\n```\nnpm run server_train_nn\n```\n\n### Citation (Data)\n\n(a) Creator: Marko Bohanec\n(b) Donors: Marko Bohanec   (marko.bohanec@ijs.si)\n               Blaz Zupan      (blaz.zupan@ijs.si)\n(c) Date: June, 1997\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffrederickroman%2Fcarscore","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ffrederickroman%2Fcarscore","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffrederickroman%2Fcarscore/lists"}