{"id":20196431,"url":"https://github.com/dn070017/neural-networks-basics","last_synced_at":"2026-05-13T09:02:03.923Z","repository":{"id":133650058,"uuid":"292492910","full_name":"dn070017/Neural-Networks-Basics","owner":"dn070017","description":"Neural Networks Basics using Tensorflow","archived":false,"fork":false,"pushed_at":"2021-01-14T12:29:34.000Z","size":1470,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-03-03T08:14:19.253Z","etag":null,"topics":["neural-networks","tensorflow"],"latest_commit_sha":null,"homepage":"https://www.notion.so/Neural-Network-Basics-6c71b218abc14bb89e2fa21f35066c54","language":"Jupyter Notebook","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/dn070017.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":"2020-09-03T07:03:02.000Z","updated_at":"2023-01-11T19:14:37.000Z","dependencies_parsed_at":null,"dependency_job_id":"84d1c07f-e194-4f74-abb7-103df2f60c10","html_url":"https://github.com/dn070017/Neural-Networks-Basics","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/dn070017/Neural-Networks-Basics","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dn070017%2FNeural-Networks-Basics","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dn070017%2FNeural-Networks-Basics/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dn070017%2FNeural-Networks-Basics/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dn070017%2FNeural-Networks-Basics/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/dn070017","download_url":"https://codeload.github.com/dn070017/Neural-Networks-Basics/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dn070017%2FNeural-Networks-Basics/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32975183,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-13T06:31:55.726Z","status":"ssl_error","status_checked_at":"2026-05-13T06:31:51.336Z","response_time":115,"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":["neural-networks","tensorflow"],"created_at":"2024-11-14T04:24:05.308Z","updated_at":"2026-05-13T09:02:03.908Z","avatar_url":"https://github.com/dn070017.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Data Science Notes Figures\n## Introduction\nThis repository contains the jupyter notebook, scripts, figures and interactive visualization for neural networks using Tensorflow. Please contact me if the content posted here is incorrect. \n\n## View Interactive Visualization\nTo view the interactive visualization, please use the following command:\n```bash\nbokeh serve --show visualization/[file.py]\n```\n\n## Table of Contents\n### [Tensors and Variables](notebooks/tensors_and_variables.ipynb)\n### [Jacobian Matrix and Gradient](notebooks/jacobian_matrix_and_gradient.ipynb)\n### [Activation Functions](notebooks/activation_functions.ipynb)\n### [Objective Functions](notebooks/objective_functions.ipynb)\n### [Gradient Descent](notebooks/gradient_descent.ipynb)\n### [Optimizers](notebooks/optimizers.ipynb)\n### [Tensorflow Data](notebooks/tensorflow_data.ipynb)\n### [Multilayer Perceptron](notebooks/multilayer_perceptron.ipynb)","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdn070017%2Fneural-networks-basics","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdn070017%2Fneural-networks-basics","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdn070017%2Fneural-networks-basics/lists"}