{"id":13400277,"url":"https://github.com/pytorch/examples","last_synced_at":"2025-05-12T16:27:32.337Z","repository":{"id":37359474,"uuid":"66424871","full_name":"pytorch/examples","owner":"pytorch","description":"A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.","archived":false,"fork":false,"pushed_at":"2025-05-02T16:40:03.000Z","size":42551,"stargazers_count":23016,"open_issues_count":243,"forks_count":9642,"subscribers_count":394,"default_branch":"main","last_synced_at":"2025-05-05T14:21:28.945Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"https://pytorch.org/examples","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"bsd-3-clause","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/pytorch.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":null,"codeowners":"CODEOWNERS","security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2016-08-24T03:12:48.000Z","updated_at":"2025-05-05T00:29:05.000Z","dependencies_parsed_at":"2023-02-09T21:01:12.318Z","dependency_job_id":"e3001fae-86a9-4c8a-a506-89288eb315e8","html_url":"https://github.com/pytorch/examples","commit_stats":{"total_commits":667,"total_committers":263,"mean_commits":2.536121673003802,"dds":0.9010494752623688,"last_synced_commit":"26de41904319c7094afc53a3ee809de47112d387"},"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pytorch%2Fexamples","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pytorch%2Fexamples/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pytorch%2Fexamples/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pytorch%2Fexamples/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/pytorch","download_url":"https://codeload.github.com/pytorch/examples/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":253775612,"owners_count":21962377,"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":[],"created_at":"2024-07-30T19:00:50.202Z","updated_at":"2025-05-12T16:27:32.286Z","avatar_url":"https://github.com/pytorch.png","language":"Python","readme":"# PyTorch Examples\n\n![Run Examples](https://github.com/pytorch/examples/workflows/Run%20Examples/badge.svg)\n\nhttps://pytorch.org/examples/\n\n`pytorch/examples` is a repository showcasing examples of using [PyTorch](https://github.com/pytorch/pytorch). The goal is to have curated, short, few/no dependencies _high quality_ examples that are substantially different from each other that can be emulated in your existing work.\n\n- For tutorials: https://github.com/pytorch/tutorials\n- For changes to pytorch.org: https://github.com/pytorch/pytorch.github.io\n- For a general model hub: https://pytorch.org/hub/ or https://huggingface.co/models\n- For recipes on how to run PyTorch in production: https://github.com/facebookresearch/recipes\n- For general Q\u0026A and support: https://discuss.pytorch.org/\n\n## Available models\n\n- [Image classification (MNIST) using Convnets](./mnist/README.md)\n- [Word-level Language Modeling using RNN and Transformer](./word_language_model/README.md)\n- [Training Imagenet Classifiers with Popular Networks](./imagenet/README.md)\n- [Generative Adversarial Networks (DCGAN)](./dcgan/README.md)\n- [Variational Auto-Encoders](./vae/README.md)\n- [Superresolution using an efficient sub-pixel convolutional neural network](./super_resolution/README.md)\n- [Hogwild training of shared ConvNets across multiple processes on MNIST](mnist_hogwild)\n- [Training a CartPole to balance in OpenAI Gym with actor-critic](./reinforcement_learning/README.md)\n- [Natural Language Inference (SNLI) with GloVe vectors, LSTMs, and torchtext](snli)\n- [Time sequence prediction - use an LSTM to learn Sine waves](./time_sequence_prediction/README.md)\n- [Implement the Neural Style Transfer algorithm on images](./fast_neural_style/README.md)\n- [Reinforcement Learning with Actor Critic and REINFORCE algorithms on OpenAI gym](./reinforcement_learning/README.md)\n- [PyTorch Module Transformations using fx](./fx/README.md)\n- Distributed PyTorch examples with [Distributed Data Parallel](./distributed/ddp/README.md) and [RPC](./distributed/rpc)\n- [Several examples illustrating the C++ Frontend](cpp)\n- [Image Classification Using Forward-Forward](./mnist_forward_forward/README.md)\n- [Language Translation using Transformers](./language_translation/README.md)\n\n\n\nAdditionally, a list of good examples hosted in their own repositories:\n\n- [Neural Machine Translation using sequence-to-sequence RNN with attention (OpenNMT)](https://github.com/OpenNMT/OpenNMT-py)\n\n## Contributing\n\nIf you'd like to contribute your own example or fix a bug please make sure to take a look at [CONTRIBUTING.md](CONTRIBUTING.md).\n","funding_links":[],"categories":["Python","Tutorials \u0026 books \u0026 examples｜教程 \u0026 书籍 \u0026 示例","Tutorials, books, \u0026 examples","A01_机器学习教程","Tutorials \u0026 Examples","Pytorch","PyTorch"],"sub_categories":["Other libraries｜其他库:","Other libraries:","3. 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