{"id":13870070,"url":"https://github.com/casparwylie/Perceptron","last_synced_at":"2025-07-15T20:31:15.599Z","repository":{"id":40619016,"uuid":"69742783","full_name":"casparwylie/Perceptron","owner":"casparwylie","description":"A flexible artificial neural network builder to analyse performance, and optimise the best model. ","archived":false,"fork":false,"pushed_at":"2021-05-21T09:31:51.000Z","size":15326,"stargazers_count":401,"open_issues_count":2,"forks_count":38,"subscribers_count":18,"default_branch":"master","last_synced_at":"2024-08-06T21:23:00.015Z","etag":null,"topics":["artificial-intelligence","artificial-neural-network","machine-learning","machine-learning-algorithms","neural-network","opencv","python","tkinter"],"latest_commit_sha":null,"homepage":"","language":"Python","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/casparwylie.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}},"created_at":"2016-10-01T14:20:08.000Z","updated_at":"2024-08-03T01:40:24.000Z","dependencies_parsed_at":"2022-09-06T13:41:25.917Z","dependency_job_id":null,"html_url":"https://github.com/casparwylie/Perceptron","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/casparwylie%2FPerceptron","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/casparwylie%2FPerceptron/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/casparwylie%2FPerceptron/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/casparwylie%2FPerceptron/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/casparwylie","download_url":"https://codeload.github.com/casparwylie/Perceptron/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":226068170,"owners_count":17568706,"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-network","machine-learning","machine-learning-algorithms","neural-network","opencv","python","tkinter"],"created_at":"2024-08-05T20:01:27.608Z","updated_at":"2024-11-23T16:31:03.972Z","avatar_url":"https://github.com/casparwylie.png","language":"Python","funding_links":[],"categories":["Python"],"sub_categories":[],"readme":" NOTE: This is an incomplete project. I may decide to spend a lot more time on it if people persist giving it positive attention.\r\n\r\n# Perceptron\r\nA flexible artificial neural network builder to analysis performance, and optimise the best model. \r\n\r\nPerceptron is a software that will help researchers, students, and programmers to\r\ndesign, compare, and test artificial neural networks. As it stands, there are few visual\r\ntools that do this for free, and with simplicity.\r\n\u003cb\u003eThis software is largely for educational purposes\u003c/b\u003e, allowing people to experiment\r\nand understand how the different parameters within an ANN can result in\r\ndifferent performances and better results. I have not used libraries like TensorFlow specifally so people\r\ncan see what goes on lower level, all within the code. \r\n\r\n![screenshotnew](https://user-images.githubusercontent.com/7353547/27341298-c611ba96-55d4-11e7-9da9-9cfd6045ae5c.png)\r\n\r\n\r\n\r\n![untitled](https://cloud.githubusercontent.com/assets/7353547/25346609/effb5106-290f-11e7-8426-788a10fd4e2f.png)\r\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcasparwylie%2FPerceptron","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcasparwylie%2FPerceptron","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcasparwylie%2FPerceptron/lists"}