{"id":13689545,"url":"https://github.com/Kyubyong/tensorflow-exercises","last_synced_at":"2025-05-02T00:30:30.955Z","repository":{"id":85026788,"uuid":"73980540","full_name":"Kyubyong/tensorflow-exercises","owner":"Kyubyong","description":"TensorFlow Exercises - focusing on the comparison with NumPy.","archived":false,"fork":false,"pushed_at":"2019-06-06T06:40:58.000Z","size":1983,"stargazers_count":535,"open_issues_count":4,"forks_count":169,"subscribers_count":25,"default_branch":"master","last_synced_at":"2025-04-05T05:08:59.292Z","etag":null,"topics":["numpy","tensorflow","tensorflow-exercises"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Kyubyong.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}},"created_at":"2016-11-17T02:07:52.000Z","updated_at":"2025-02-10T14:07:46.000Z","dependencies_parsed_at":null,"dependency_job_id":"9e40b1ca-4c22-42d8-be46-6d215dd58a8d","html_url":"https://github.com/Kyubyong/tensorflow-exercises","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/Kyubyong%2Ftensorflow-exercises","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Kyubyong%2Ftensorflow-exercises/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Kyubyong%2Ftensorflow-exercises/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Kyubyong%2Ftensorflow-exercises/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Kyubyong","download_url":"https://codeload.github.com/Kyubyong/tensorflow-exercises/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":251966431,"owners_count":21672666,"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":["numpy","tensorflow","tensorflow-exercises"],"created_at":"2024-08-02T15:01:52.084Z","updated_at":"2025-05-02T00:30:29.169Z","avatar_url":"https://github.com/Kyubyong.png","language":"Python","funding_links":[],"categories":["Python"],"sub_categories":[],"readme":"# TensorFlow Exercises\n\nTensorFlow is arugably the most popular deep learning library as of 2017.\n\nThis is designed to help those who want to familiarize themselves with TensorFlow functions. Particulary, I focus on comparing TensorFlow functions with the equivalent functions in NumPy, the de facto standard numerical computation library. I hope this will help you get comfortable with TensorFlow quickly.\n\nThe basic outline will be as follows, though this is not 100% fixed.\n\n* Constants, Sequences, and Random Values (DONE)\n* Graphs (DONE)\n* Variables (DONE)\n* Reading Data (DONE)\n* Tensor Transformations (DONE)\n* Math Part 1 (DONE)\n* Math Part 2 (DONE)\n* Math Part 3 (DONE)\n* Strings (WIP)\n* Control Flow (DONE)\n* Images (WIP)\n* Sparse Tensors (DONE)\n* Neural Network Part 1 (DONE)\n* Neural Network Part 2 (DONE)\n* Neural Network Part 3 (WIP)\n* Seq2Seq (DONE)\n* Audio_Processing (DONE)\n\nEnjoy!\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FKyubyong%2Ftensorflow-exercises","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FKyubyong%2Ftensorflow-exercises","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FKyubyong%2Ftensorflow-exercises/lists"}