{"id":25175181,"url":"https://github.com/kaustubholpadkar/multiclass-classification-neural-network-visualization","last_synced_at":"2025-04-04T00:45:02.879Z","repository":{"id":87166390,"uuid":"135733587","full_name":"kaustubholpadkar/MultiClass-Classification-Neural-Network-Visualization","owner":"kaustubholpadkar","description":" Simulation of Multi-Class Classifier with Neural Networks using P5.JS and Synaptic.js","archived":false,"fork":false,"pushed_at":"2018-06-02T00:49:25.000Z","size":401,"stargazers_count":1,"open_issues_count":0,"forks_count":2,"subscribers_count":4,"default_branch":"master","last_synced_at":"2025-02-09T12:32:05.092Z","etag":null,"topics":["artificial-intelligence","artificial-neural-networks","deep-learning","interactive-visualizations","javascript","machine-learning","multiclass-classification","neural-networks","p5js","simulation","synapticjs","visualization"],"latest_commit_sha":null,"homepage":null,"language":"JavaScript","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/kaustubholpadkar.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":"2018-06-01T15:21:02.000Z","updated_at":"2018-06-23T06:14:31.000Z","dependencies_parsed_at":null,"dependency_job_id":"d1a9d78f-4cf0-4364-bacc-bd6d4e8d952e","html_url":"https://github.com/kaustubholpadkar/MultiClass-Classification-Neural-Network-Visualization","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/kaustubholpadkar%2FMultiClass-Classification-Neural-Network-Visualization","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kaustubholpadkar%2FMultiClass-Classification-Neural-Network-Visualization/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kaustubholpadkar%2FMultiClass-Classification-Neural-Network-Visualization/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kaustubholpadkar%2FMultiClass-Classification-Neural-Network-Visualization/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/kaustubholpadkar","download_url":"https://codeload.github.com/kaustubholpadkar/MultiClass-Classification-Neural-Network-Visualization/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247103298,"owners_count":20884023,"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":["artificial-intelligence","artificial-neural-networks","deep-learning","interactive-visualizations","javascript","machine-learning","multiclass-classification","neural-networks","p5js","simulation","synapticjs","visualization"],"created_at":"2025-02-09T12:29:03.164Z","updated_at":"2025-04-04T00:45:02.873Z","avatar_url":"https://github.com/kaustubholpadkar.png","language":"JavaScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"# MultiClass-Classification-Neural-Network-Visualization\n Simulation of Multi-Class Classifier with Neural Networks using P5.JS and Synaptic.js\n\n## Overview\nI have created the simulation of Multi-Class Classifier with Neural Networks using P5.JS graphics library and Synaptic.js Deep Learning library.\n\u003cbr\u003e\n\u003cbr\u003e\nUser can insert the data-points on canvas as well as change the class of the data-point at runtime and accordingly the classifier would change its parameters.\n\u003cbr\u003e\n\u003cbr\u003e\nThere are Total 3 Classes.\n - Red\n - Green\n - Blue\n\u003cbr\u003e\nPress Enter to change the class.\n\u003cbr\u003e\n\u003cbr\u003e\nThis project can easily be extended to more than 3 classes.\n\u003cbr\u003e\n\u003cbr\u003e\n[Synaptic](http://caza.la/synaptic) - The javascript architecture-free neural network library for node.js and the browser, is used for multi-layer perceptron.\n\u003cbr\u003e\n\u003cbr\u003e\n**sketch.js** contains the core logic for the simulation.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkaustubholpadkar%2Fmulticlass-classification-neural-network-visualization","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fkaustubholpadkar%2Fmulticlass-classification-neural-network-visualization","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkaustubholpadkar%2Fmulticlass-classification-neural-network-visualization/lists"}