{"id":22066363,"url":"https://github.com/jaketae/res-mlp","last_synced_at":"2026-05-17T00:43:21.004Z","repository":{"id":100151085,"uuid":"366115309","full_name":"jaketae/res-mlp","owner":"jaketae","description":"PyTorch implementation of ResMLP: Feedforward networks for image classification with data-efficient training","archived":false,"fork":false,"pushed_at":"2021-05-11T02:45:18.000Z","size":304,"stargazers_count":3,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-01-29T00:43:57.882Z","etag":null,"topics":["computer-vision","image-classification","mlp","pytorch"],"latest_commit_sha":null,"homepage":"","language":"Python","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/jaketae.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,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2021-05-10T16:57:41.000Z","updated_at":"2023-03-27T07:46:08.000Z","dependencies_parsed_at":"2023-04-07T20:47:36.308Z","dependency_job_id":null,"html_url":"https://github.com/jaketae/res-mlp","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/jaketae%2Fres-mlp","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jaketae%2Fres-mlp/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jaketae%2Fres-mlp/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jaketae%2Fres-mlp/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jaketae","download_url":"https://codeload.github.com/jaketae/res-mlp/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245146352,"owners_count":20568308,"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":["computer-vision","image-classification","mlp","pytorch"],"created_at":"2024-11-30T19:27:48.967Z","updated_at":"2026-05-17T00:43:15.959Z","avatar_url":"https://github.com/jaketae.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# ResMLP\n\nPyTorch implementation of [ResMLP: Feedforward networks for image classification with data-efficient training](https://arxiv.org/abs/2105.03404).\n\n\u003cimg src=\"./figure.png\"\u003e\u003c/img\u003e\n\n## Quickstart\n\nClone this repository.\n\n```\ngit clone https://github.com/jaketae/res-mlp.git\n```\n\nNavigate to the cloned directory. You can start using the model via\n\n```python\n\u003e\u003e\u003e from res_mlp import ResMLP\n\u003e\u003e\u003e model = ResMLP()\n```\n\nBy default, the model comes with the following parameters:\n\n```python\nResMLP(\n    image_size=256,\n    patch_size=16,\n    in_channels=3,\n    num_features=128,\n    expansion_factor=2,\n    num_layers=6,\n    num_classes=10,\n)\n```\n\n## Resources\n\n-   [Original Paper](https://arxiv.org/abs/2105.03404)\n-   [Going deeper with Image Transformers](https://arxiv.org/abs/2103.17239)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjaketae%2Fres-mlp","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjaketae%2Fres-mlp","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjaketae%2Fres-mlp/lists"}