{"id":14959033,"url":"https://github.com/ritchieng/the-incredible-tensorflow","last_synced_at":"2025-10-27T16:22:14.121Z","repository":{"id":45458132,"uuid":"211748517","full_name":"ritchieng/the-incredible-tensorflow","owner":"ritchieng","description":"The Incredible TensorFlow 2: a curated list of tutorials, papers, projects, communities and more relating to TensorFlow 2.","archived":false,"fork":false,"pushed_at":"2019-10-03T02:11:41.000Z","size":5,"stargazers_count":30,"open_issues_count":0,"forks_count":6,"subscribers_count":4,"default_branch":"master","last_synced_at":"2025-01-31T03:01:34.031Z","etag":null,"topics":["tensorflow","tensorflow-models","tensorflow-tutorials","tensorflow2"],"latest_commit_sha":null,"homepage":"","language":null,"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/ritchieng.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}},"created_at":"2019-09-30T01:03:40.000Z","updated_at":"2024-11-16T07:37:11.000Z","dependencies_parsed_at":"2022-07-14T13:20:51.701Z","dependency_job_id":null,"html_url":"https://github.com/ritchieng/the-incredible-tensorflow","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/ritchieng%2Fthe-incredible-tensorflow","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ritchieng%2Fthe-incredible-tensorflow/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ritchieng%2Fthe-incredible-tensorflow/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ritchieng%2Fthe-incredible-tensorflow/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ritchieng","download_url":"https://codeload.github.com/ritchieng/the-incredible-tensorflow/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":237999526,"owners_count":19399900,"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-models","tensorflow-tutorials","tensorflow2"],"created_at":"2024-09-24T13:18:44.174Z","updated_at":"2025-10-24T16:30:35.481Z","avatar_url":"https://github.com/ritchieng.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# The Incredible TensorFlow 2\n\n\u003cimg src=\"https://img.shields.io/badge/license-MIT-blue.svg\"/\u003e\n\nThis is a curated list of tutorials, projects, libraries, videos, papers, books and anything related to the TensorFlow 2. Feel free to make a pull request to contribute to this list. \n\n## Tutorials\n- [TensorFlow 2.0 Tutorials](https://github.com/dragen1860/TensorFlow-2.x-Tutorials)\n\t- [Overview](https://github.com/dragen1860/TensorFlow-2.x-Tutorials/tree/master/01-TF2.0-Overview)\n\t- [Static vs Dynamic Graph](https://github.com/dragen1860/TensorFlow-2.x-Tutorials/tree/master/02-AutoGraph)\n\t- [FNN with MNIST](https://github.com/dragen1860/TensorFlow-2.x-Tutorials/tree/master/03-Play-with-MNIST)\n\t- [Linear Regression](https://github.com/dragen1860/TensorFlow-2.x-Tutorials/tree/master/04-Linear-Regression)\n\t- [FNN with FashionMNIST](https://github.com/dragen1860/TensorFlow-2.x-Tutorials/tree/master/05-FashionMNIST)\n\t- [VGG with CIFAR](https://github.com/dragen1860/TensorFlow-2.x-Tutorials/tree/master/06-CIFAR-VGG)\n\t- [Inception with MNIST](https://github.com/dragen1860/TensorFlow-2.x-Tutorials/tree/master/07-Inception)\n\n## CNNs\n- [YoloV3](https://github.com/zzh8829/yolov3-tf2)\n\n## GANs, VAEs, and AEs\n- [CycleGAN: Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks](https://github.com/LynnHo/CycleGAN-Tensorflow-2)\n- [Music Transformer: Generating Music with Long-Term Structure](https://github.com/jason9693/MusicTransformer-tensorflow2.0)\n- [CartoonGAN: CartoonGAN: Generative Adversarial Networks for Photo Cartoonization](https://github.com/mnicnc404/CartoonGan-tensorflow)\n\n## NLP\n- [HuggingFace Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0](https://github.com/huggingface/transformers)\n\n## Interpretability\n- [Model Interpretability Introduction](https://colab.research.google.com/drive/1xM6UZ9OdpGDnHBljZ0RglHV_kBrZ4e-9)\n\n## Credits\nThis is based off my more long-standing established repository [The Incredible PyTorch](https://github.com/ritchieng/the-incredible-pytorch).\n\n\n## Contributions\nDo feel free to contribute!\n\nYou can raise an issue or submit a pull request, whichever is more convenient for you. The guideline is simple: just follow the format of the previous bullet point. **Take note, implementations are strictly based on TensorFlow 2 onwards only.**\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fritchieng%2Fthe-incredible-tensorflow","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fritchieng%2Fthe-incredible-tensorflow","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fritchieng%2Fthe-incredible-tensorflow/lists"}