{"id":15578161,"url":"https://github.com/t-specht/thoughtful","last_synced_at":"2025-04-24T01:12:12.580Z","repository":{"id":143799361,"uuid":"86256197","full_name":"T-Specht/thoughtful","owner":"T-Specht","description":"Machine Learning library for JavaScript","archived":false,"fork":false,"pushed_at":"2017-04-26T16:11:11.000Z","size":1111,"stargazers_count":6,"open_issues_count":1,"forks_count":3,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-04-24T01:12:07.367Z","etag":null,"topics":["algorithm","artificial-intelligence","javascript","machine-learning","neural-networks"],"latest_commit_sha":null,"homepage":null,"language":"TypeScript","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/T-Specht.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}},"created_at":"2017-03-26T18:44:17.000Z","updated_at":"2020-11-17T15:28:54.000Z","dependencies_parsed_at":null,"dependency_job_id":"e0be44d2-07cd-485b-9598-6da7a79cb23b","html_url":"https://github.com/T-Specht/thoughtful","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/T-Specht%2Fthoughtful","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/T-Specht%2Fthoughtful/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/T-Specht%2Fthoughtful/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/T-Specht%2Fthoughtful/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/T-Specht","download_url":"https://codeload.github.com/T-Specht/thoughtful/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":250540927,"owners_count":21447427,"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":["algorithm","artificial-intelligence","javascript","machine-learning","neural-networks"],"created_at":"2024-10-02T19:06:44.834Z","updated_at":"2025-04-24T01:12:12.574Z","avatar_url":"https://github.com/T-Specht.png","language":"TypeScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"[![npm](https://img.shields.io/npm/v/thoughtful.svg)](https://www.npmjs.com/package/thoughtful)\n[![npm](https://img.shields.io/npm/l/thoughtful.svg)](https://www.npmjs.com/package/thoughtful)\n[![npm](https://img.shields.io/npm/dm/thoughtful.svg)](https://www.npmjs.com/package/thoughtful)\n[![npm](https://img.shields.io/npm/dt/thoughtful.svg)](https://www.npmjs.com/package/thoughtful)\n\n# \u003cimg src=\"icon.png\" width=\"25\"\u003e thoughtful.js\nA Machine Learning library for JavaScript.\n\nInstall it using NPM with the following command:\n`npm install thoughtful --save`\n\nTo use it your code, import the thoughtful package like:\n```javascript\nimport * as tf from 'thoughtful'\n```\n\u003e **Please note that the library is currently in a beta status! This library is build mainly for learning purposes.**\n\n# Overview\n\nFollowing machine learning algorithms are included:\n\n- [Feed Forward Neural Network](https://t-specht.github.io/thoughtful/feed-forward-neural-network)\n- Naive Bayes Classification\n- K-Nearest-Neighbour\n- K-Means Clustering\n\nAlso, the library includes a lot of utility and math functions:\n\n- Matrix class\n- Maths namespace\n- Distance functions\n- Data Generators\n- Other utility functions","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ft-specht%2Fthoughtful","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ft-specht%2Fthoughtful","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ft-specht%2Fthoughtful/lists"}