{"id":23768786,"url":"https://github.com/martinkersner/ann-meetup","last_synced_at":"2026-04-25T23:35:32.037Z","repository":{"id":69588177,"uuid":"94101197","full_name":"martinkersner/ann-meetup","owner":"martinkersner","description":"Practice of implementing Multilayer Perceptron trained with Stochastic Gradient Descent for Seoul AI Meetup on June 25, 2017.","archived":false,"fork":false,"pushed_at":"2017-06-25T06:56:11.000Z","size":16309,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-05-25T14:46:53.964Z","etag":null,"topics":["artificial-intelligence","artificial-neural-networks","keras","mnist","multilayer-perceptron-network","sigmoid-function","stochastic-gradient-descent"],"latest_commit_sha":null,"homepage":"https://www.meetup.com/Seoul-Artificial-Intelligence-Meetup/events/240724047/","language":"Jupyter Notebook","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/martinkersner.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,"zenodo":null}},"created_at":"2017-06-12T13:48:32.000Z","updated_at":"2017-06-25T23:59:46.000Z","dependencies_parsed_at":"2023-03-13T20:25:00.823Z","dependency_job_id":null,"html_url":"https://github.com/martinkersner/ann-meetup","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/martinkersner/ann-meetup","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/martinkersner%2Fann-meetup","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/martinkersner%2Fann-meetup/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/martinkersner%2Fann-meetup/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/martinkersner%2Fann-meetup/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/martinkersner","download_url":"https://codeload.github.com/martinkersner/ann-meetup/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/martinkersner%2Fann-meetup/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32280979,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-25T18:29:39.964Z","status":"ssl_error","status_checked_at":"2026-04-25T18:29:32.149Z","response_time":59,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"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","keras","mnist","multilayer-perceptron-network","sigmoid-function","stochastic-gradient-descent"],"created_at":"2025-01-01T01:39:16.889Z","updated_at":"2026-04-25T23:35:32.032Z","avatar_url":"https://github.com/martinkersner.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Artificial Neural Networks\n\nMartin Kersner, \u003cm.kersner@gmail.com\u003e\n\nPractice of implementing Multilayer Perceptron trained with Stochastic Gradient Descent for [Seoul AI Meetup](https://www.meetup.com/Seoul-Artificial-Intelligence-Meetup/) on June 25, 2017.\nImplementation is within [Jupyter notebook](https://github.com/martinkersner/ann-meetup/blob/master/ann.ipynb).\n\n## Get repository\n```\ngit clone https://github.com/martinkersner/ann-meetup.git\n```\n\n## Virtualenv\n``` bash\nvirtualenv -p /usr/bin/python2.7 venv # Python 2 is required\nsource venv/bin/activate\npip install -r requirements.txt\njupyter notebook\n```\n\n## Troubleshooting\nIf `jupyter notebook` is complaning about protobuf, try to run this command.\n```bash\npip install --upgrade https://storage.googleapis.com/tensorflow/linux/cpu/protobuf-3.1.0-cp27-none-linux_x86_64.whl\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmartinkersner%2Fann-meetup","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmartinkersner%2Fann-meetup","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmartinkersner%2Fann-meetup/lists"}