{"id":13435687,"url":"https://github.com/Apm5/tensorflow_2.0_example","last_synced_at":"2025-03-18T11:31:59.864Z","repository":{"id":220102967,"uuid":"181423805","full_name":"Apm5/tensorflow_2.0_example","owner":"Apm5","description":"tensorflow 2.0alpha版本。停止更新，更多资料请移步我的另一个项目","archived":false,"fork":false,"pushed_at":"2019-05-12T09:10:45.000Z","size":48,"stargazers_count":5,"open_issues_count":0,"forks_count":4,"subscribers_count":0,"default_branch":"master","last_synced_at":"2025-03-08T19:40:34.438Z","etag":null,"topics":["tensorflow","tensorflow-2","tensorflow-examples"],"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/Apm5.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":"2019-04-15T06:15:57.000Z","updated_at":"2020-03-09T07:52:08.000Z","dependencies_parsed_at":null,"dependency_job_id":"b5c26f64-1a50-4606-a4af-56b43a9fb68b","html_url":"https://github.com/Apm5/tensorflow_2.0_example","commit_stats":null,"previous_names":["apm5/tensorflow_2.0_example"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Apm5%2Ftensorflow_2.0_example","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Apm5%2Ftensorflow_2.0_example/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Apm5%2Ftensorflow_2.0_example/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Apm5%2Ftensorflow_2.0_example/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Apm5","download_url":"https://codeload.github.com/Apm5/tensorflow_2.0_example/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":244211128,"owners_count":20416584,"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":["tensorflow","tensorflow-2","tensorflow-examples"],"created_at":"2024-07-31T03:00:38.069Z","updated_at":"2025-03-18T11:31:54.856Z","avatar_url":"https://github.com/Apm5.png","language":"Python","readme":"### This is an example for tensorflow 2.0-alpha\n\nIn version 2.0, many features of tensorflow are deleted or changed, such as `tf.Session`. And in new version, Keras became the core function, which makes the code style quite different from before.\n\nIn this project, I will implement various layers and models. And I will try not to rely on advanced APIs to make it easy to change the details of the model.\n\nModels and layers are as follows:\n\n#### DONE:\n\n[Reimplement fully connected layer](https://github.com/Apm5/tensorflow_2.0_example/blob/master/CNN/CNN_keras_reimplement.py)\n\n[Reimplement convolution layer](https://github.com/Apm5/tensorflow_2.0_example/blob/master/CNN/CNN_keras_reimplement.py)\n\n[Use unofficial evaluation and loss function](https://github.com/Apm5/tensorflow_2.0_example/blob/master/CNN/CNN_train_reimplement.py)\n\n[Use unofficial train function](https://github.com/Apm5/tensorflow_2.0_example/blob/master/CNN/CNN_train_reimplement.py)\n\n[Batch normalization](https://github.com/Apm5/tensorflow_2.0_example/blob/master/CNN/BatchNormalization.py)\n\n[VGG-16](https://github.com/Apm5/tensorflow_2.0_example/blob/master/CNN/VGG.py)\n\n[LSTM](https://github.com/Apm5/tensorflow_2.0_example/blob/master/RNN/LSTM.py)\n\n#### TODO:\n\ntf.data\n\nGabor convolution\n\nResNet\n\nRCNN series\n\n......","funding_links":[],"categories":["Sample Codes / Projects \u003ca name=\"sample\" /\u003e ⛏️📐📁"],"sub_categories":["Reinforcement Learning \u003ca name=\"RL\" /\u003e🔮"],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FApm5%2Ftensorflow_2.0_example","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FApm5%2Ftensorflow_2.0_example","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FApm5%2Ftensorflow_2.0_example/lists"}