{"id":14959144,"url":"https://github.com/gunhochoi/kind_tensorflow_tutorial","last_synced_at":"2025-07-30T14:38:02.007Z","repository":{"id":104628862,"uuid":"78887267","full_name":"GunhoChoi/Kind_Tensorflow_Tutorial","owner":"GunhoChoi","description":"친절한 한글 설명과 함께하는 텐서플로우 튜토리얼입니다!","archived":false,"fork":false,"pushed_at":"2017-06-12T06:50:38.000Z","size":381,"stargazers_count":8,"open_issues_count":0,"forks_count":5,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-01-31T03:12:21.579Z","etag":null,"topics":["korean","numpy","tensorflow","tensorflow-tutorial"],"latest_commit_sha":null,"homepage":"","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/GunhoChoi.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}},"created_at":"2017-01-13T21:16:31.000Z","updated_at":"2020-10-13T01:08:06.000Z","dependencies_parsed_at":null,"dependency_job_id":"80425575-de98-49f8-8e73-ea283bb3b16d","html_url":"https://github.com/GunhoChoi/Kind_Tensorflow_Tutorial","commit_stats":{"total_commits":45,"total_committers":2,"mean_commits":22.5,"dds":"0.022222222222222254","last_synced_commit":"cdb7d1d3126bc3d1f7f9f80d6a7ff9a060e19cea"},"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/GunhoChoi%2FKind_Tensorflow_Tutorial","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/GunhoChoi%2FKind_Tensorflow_Tutorial/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/GunhoChoi%2FKind_Tensorflow_Tutorial/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/GunhoChoi%2FKind_Tensorflow_Tutorial/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/GunhoChoi","download_url":"https://codeload.github.com/GunhoChoi/Kind_Tensorflow_Tutorial/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":237999680,"owners_count":19399920,"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":["korean","numpy","tensorflow","tensorflow-tutorial"],"created_at":"2024-09-24T13:18:55.215Z","updated_at":"2025-02-09T18:31:22.242Z","avatar_url":"https://github.com/GunhoChoi.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# What is Tensorflow?\n\n- 텐서플로우란 무엇인가? (공식사이트번역 -\u003e https://gist.github.com/haje01/202ac276bace4b25dd3f)\n- 먼저 텐서플로우를 설치하자 (https://marcnu.github.io/2016-08-17/Tensorflow-v0.10-installed-from-scratch-Ubuntu-16.04-CUDA8.0RC-cuDNN5.1-1080GTX/)\n- 튜토리얼은 Tensorflow version r0.12 Ubuntu 16.04, GPU enabled, Python 3.5, CUDA toolkit 8.0, CuDNN v5인 상태로 작성하였습니다.\n\n# Tensorflow_Tutorial\n\n1. 텐서플로우를 사용하기에 앞서 필요한 기본 변수들 = [ Variable, Constant, Placeholder ]\n2. 텐서플로우로 기본적인 Linear function을 만들어보자 = [ y=w*x+b ]\n3. 그나저나 텐서플로우를 써야하는 이유는 무엇일까? = [ only Numpy vs Numpy \u0026 Tensorflow ]\n4. 그렇다면 이번엔 Convolutional Neural Network를 짜보자 = [ tf.conv2d(), tf.max_pool() ]\n5. 지나간 것들을 기억하는 뉴럴넷 RNN을 짜보자 = [ tf.nn.rnn_cell() ]\n\n\n# Tensorflow Tools\n\n1. 제일 기본이되는 Tensorflow API (https://www.tensorflow.org/api_docs/python/)\n2. Tensorflow Visual Debugger (https://github.com/ericjang/tdb)\n3. Hvass-Labs Tensorflow Tutorial (https://github.com/Hvass-Labs/TensorFlow-Tutorials)\n4. Another Tensorflow Tutorial (https://github.com/nlintz/TensorFlow-Tutorials)\n5. 텐서플로우 코드를 더 간단하게 바꿔주는 tf.slim (https://github.com/tensorflow/tensorflow/blob/a304537954a865752ad1b18461e6bd67b36082db/tensorflow/contrib/slim/README.md)\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgunhochoi%2Fkind_tensorflow_tutorial","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fgunhochoi%2Fkind_tensorflow_tutorial","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgunhochoi%2Fkind_tensorflow_tutorial/lists"}