{"id":20843887,"url":"https://github.com/tkc/node-neural-network","last_synced_at":"2026-04-09T18:45:51.264Z","repository":{"id":38455195,"uuid":"163687182","full_name":"tkc/node-neural-network","owner":"tkc","description":"Built with only pure typescript, neural network iris sample.","archived":false,"fork":false,"pushed_at":"2022-12-31T21:55:10.000Z","size":468,"stargazers_count":0,"open_issues_count":5,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-01-19T03:18:57.263Z","etag":null,"topics":["javascript","machine-learning","neural-network","node","numpy","typescript"],"latest_commit_sha":null,"homepage":"","language":"TypeScript","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/tkc.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}},"created_at":"2018-12-31T17:38:16.000Z","updated_at":"2022-04-26T13:21:36.000Z","dependencies_parsed_at":"2023-01-31T20:01:33.185Z","dependency_job_id":null,"html_url":"https://github.com/tkc/node-neural-network","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/tkc%2Fnode-neural-network","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tkc%2Fnode-neural-network/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tkc%2Fnode-neural-network/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tkc%2Fnode-neural-network/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/tkc","download_url":"https://codeload.github.com/tkc/node-neural-network/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243205245,"owners_count":20253425,"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":["javascript","machine-learning","neural-network","node","numpy","typescript"],"created_at":"2024-11-18T02:07:42.219Z","updated_at":"2025-12-11T18:01:40.112Z","avatar_url":"https://github.com/tkc.png","language":"TypeScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"# node-neural-network\n\nBuilt with only pure typescript.\n\n### Python Sample\nhttps://colab.research.google.com/drive/134PzsZr90KIjFaUIzjjaCFWpCdtYUDO5\n\n### Run\n```\nts-node app.ts\n```\n\n### Output\n```\nacc_1:0.5 losss_1:0.6939966832838169 acc_2:0.5 loss_2:0.7115856015406875\nacc_1:0.5 losss_1:0.6068020022266178 acc_2:0.5 loss_2:0.6216913851045813\nacc_1:0 losss_1:0.5583924534471906 acc_2:0 loss_2:0.5662651383415782\nacc_1:0 losss_1:0.5371753430401531 acc_2:0 loss_2:0.5414663730445498\nacc_1:0 losss_1:0.526522872180673 acc_2:0 loss_2:0.5292474610093837\nacc_1:0 losss_1:0.5202841570406586 acc_2:0 loss_2:0.5222039523758021\nacc_1:0 losss_1:0.5162221813773902 acc_2:0 loss_2:0.517666897227726\nacc_1:0 losss_1:0.5133791842973574 acc_2:0 loss_2:0.5145148934316192\nacc_1:0 losss_1:0.5112842569795435 acc_2:0 loss_2:0.5122048299803211\nacc_1:0 losss_1:0.5096804764407319 acc_2:0 loss_2:0.5104437060807554\nacc_1:0 losss_1:0.508416168585367 acc_2:0 loss_2:0.5090600038008453\nacc_1:0 losss_1:0.5073961385485495 acc_2:0 loss_2:0.507946767979775\nacc_1:0 losss_1:0.5065576558170696 acc_2:0 loss_2:0.5070338745949954\nacc_1:0 losss_1:0.5058577124740012 acc_2:0 loss_2:0.506273441101275\nacc_1:0 losss_1:0.5052658394501399 acc_2:0 loss_2:0.5056316568406227\nbias1:0.02030044914335116 bias2:0.11777236857193832\n```\n\n### Iris CSV Data\nhttps://github.com/tkc/node-neural-network/blob/master/asset/iris.ts\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftkc%2Fnode-neural-network","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftkc%2Fnode-neural-network","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftkc%2Fnode-neural-network/lists"}