{"id":25175177,"url":"https://github.com/kaustubholpadkar/neural-networks-visualization","last_synced_at":"2025-07-05T12:35:48.955Z","repository":{"id":87166396,"uuid":"135583238","full_name":"kaustubholpadkar/Neural-Networks-Visualization","owner":"kaustubholpadkar","description":" Simulation of Binary Classifier with Neural Networks using P5.JS and Synaptic.js","archived":false,"fork":false,"pushed_at":"2018-05-31T18:14:35.000Z","size":3734,"stargazers_count":1,"open_issues_count":0,"forks_count":1,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-02-09T12:32:04.856Z","etag":null,"topics":["artificial-intelligence","artificial-neural-networks","deep-learning","javascript","machine-learning","neural-networks","p5js","simulation","synaptics","visualization"],"latest_commit_sha":null,"homepage":"","language":"JavaScript","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/kaustubholpadkar.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":"2018-05-31T12:51:46.000Z","updated_at":"2021-01-30T18:54:13.000Z","dependencies_parsed_at":null,"dependency_job_id":"a04305fd-94e7-49ce-af4e-eecd2002e889","html_url":"https://github.com/kaustubholpadkar/Neural-Networks-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%2FNeural-Networks-Visualization","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kaustubholpadkar%2FNeural-Networks-Visualization/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kaustubholpadkar%2FNeural-Networks-Visualization/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kaustubholpadkar%2FNeural-Networks-Visualization/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/kaustubholpadkar","download_url":"https://codeload.github.com/kaustubholpadkar/Neural-Networks-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","javascript","machine-learning","neural-networks","p5js","simulation","synaptics","visualization"],"created_at":"2025-02-09T12:29:02.919Z","updated_at":"2025-04-04T00:45:03.606Z","avatar_url":"https://github.com/kaustubholpadkar.png","language":"JavaScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Neural-Networks-Visualization\n\nSimulation of Binary Classifier with Neural Networks using P5.JS and Synaptic.js\n\n## Overview\nI have created the simulation of Binary 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 binary classifier would change its parameters.\n\u003cbr\u003e\n\u003cbr\u003e\nWhite region represents Red Class and Black region indicates Blue class.\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\u003cbr\u003e\n\u003cbr\u003e\n![gif](nn.gif)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkaustubholpadkar%2Fneural-networks-visualization","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fkaustubholpadkar%2Fneural-networks-visualization","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkaustubholpadkar%2Fneural-networks-visualization/lists"}