{"id":15903436,"url":"https://github.com/vfdev-5/pytorch-my_examples","last_synced_at":"2025-08-25T02:30:51.704Z","repository":{"id":149001604,"uuid":"107597132","full_name":"vfdev-5/pytorch-my_examples","owner":"vfdev-5","description":"PyTorch framework - my examples ","archived":false,"fork":false,"pushed_at":"2017-12-22T12:22:41.000Z","size":10325,"stargazers_count":4,"open_issues_count":0,"forks_count":1,"subscribers_count":3,"default_branch":"master","last_synced_at":"2024-12-15T14:09:03.684Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"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/vfdev-5.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":"2017-10-19T20:48:40.000Z","updated_at":"2022-11-05T06:04:51.000Z","dependencies_parsed_at":null,"dependency_job_id":"ea68f402-b570-4049-a43e-b0b2dd6c38a8","html_url":"https://github.com/vfdev-5/pytorch-my_examples","commit_stats":{"total_commits":14,"total_committers":1,"mean_commits":14.0,"dds":0.0,"last_synced_commit":"b114e1eb436da695aea0c86428863ea2685317a3"},"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vfdev-5%2Fpytorch-my_examples","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vfdev-5%2Fpytorch-my_examples/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vfdev-5%2Fpytorch-my_examples/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vfdev-5%2Fpytorch-my_examples/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/vfdev-5","download_url":"https://codeload.github.com/vfdev-5/pytorch-my_examples/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":230866159,"owners_count":18292209,"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":"2024-10-06T12:01:54.074Z","updated_at":"2024-12-22T17:53:13.530Z","avatar_url":"https://github.com/vfdev-5.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# PyTorch framework tutorials\n\n*My examples to start with PyTorch*\n\n## Content\n\n- *Basics*: \n    - basic examples of tensor manipulations with PyTorch\n    - visual dataflow check\n\n- *Cifar10* Classification \n    - Setup dataflow\n    - Setup model\n    - Training/Inference\n   \n- *Siamese Networks* one-shot learning\n    - Model\n    - Omniglot dataflow\n    - Training \n    - One-shot learning evaluation\n\n## Dependencies\n\nNotebooks use Python3 kernel\n\n### PyTorch\nTo run tutorial notebooks, install \n```\npip3 install http://download.pytorch.org/whl/cu80/torch-0.2.0.post3-cp35-cp35m-manylinux1_x86_64.whl\npip3 install torchvision\n```\nfor other platforms/options see [official site](pytorch.org)\n\n### Other packages\n\n- tqdm\n- opencv \n- numpy\n- matplotlib\n- seaborn\n\n## Datasets \n\n### CIFAR10\n\nWe use CIFAR10 dataset in the tutorial (python batches) that can be downloaded from:\n```\nhttp://www.cs.toronto.edu/~kriz/cifar-10-python.tar.gz\n```\nor using `torchvision.datasets.CIFAR10`\n\n### Omniglot\n\nWe use Omniglot dataset in SiameseNetworks tutorial that can be downloaded from github. \nIn the notebooks we provide some commands to download it locally.\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvfdev-5%2Fpytorch-my_examples","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fvfdev-5%2Fpytorch-my_examples","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvfdev-5%2Fpytorch-my_examples/lists"}