{"id":23757662,"url":"https://github.com/broadinstitute/keras-resnet","last_synced_at":"2025-04-12T17:41:26.649Z","repository":{"id":45174417,"uuid":"89018492","full_name":"broadinstitute/keras-resnet","owner":"broadinstitute","description":"Keras package for deep residual networks","archived":false,"fork":false,"pushed_at":"2023-01-15T02:03:53.000Z","size":124,"stargazers_count":301,"open_issues_count":32,"forks_count":125,"subscribers_count":9,"default_branch":"master","last_synced_at":"2025-04-03T19:14:52.881Z","etag":null,"topics":["deep-learning","keras","tensorflow","theano"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/broadinstitute.png","metadata":{"files":{"readme":"README.rst","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":"2017-04-21T19:48:25.000Z","updated_at":"2025-01-13T07:37:40.000Z","dependencies_parsed_at":"2023-02-09T21:00:59.358Z","dependency_job_id":null,"html_url":"https://github.com/broadinstitute/keras-resnet","commit_stats":null,"previous_names":[],"tags_count":10,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/broadinstitute%2Fkeras-resnet","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/broadinstitute%2Fkeras-resnet/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/broadinstitute%2Fkeras-resnet/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/broadinstitute%2Fkeras-resnet/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/broadinstitute","download_url":"https://codeload.github.com/broadinstitute/keras-resnet/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248607885,"owners_count":21132625,"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":["deep-learning","keras","tensorflow","theano"],"created_at":"2024-12-31T19:49:54.609Z","updated_at":"2025-04-12T17:41:26.628Z","avatar_url":"https://github.com/broadinstitute.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"Keras-ResNet\n============\n\n.. image:: https://travis-ci.org/broadinstitute/keras-resnet.svg?branch=master\n    :target: https://travis-ci.org/broadinstitute/keras-resnet\n\n\n\nKeras-ResNet is **the** Keras package for deep residual networks. It's fast *and* flexible.\n\nA tantalizing preview of Keras-ResNet simplicity:\n\n.. code-block:: python\n\n    \u003e\u003e\u003e import keras\n\n    \u003e\u003e\u003e import keras_resnet.models\n\n    \u003e\u003e\u003e shape, classes = (32, 32, 3), 10\n\n    \u003e\u003e\u003e x = keras.layers.Input(shape)\n\n    \u003e\u003e\u003e model = keras_resnet.models.ResNet50(x, classes=classes)\n\n    \u003e\u003e\u003e model.compile(\"adam\", \"categorical_crossentropy\", [\"accuracy\"])\n\n    \u003e\u003e\u003e (training_x, training_y), (_, _) = keras.datasets.cifar10.load_data()\n\n    \u003e\u003e\u003e training_y = keras.utils.np_utils.to_categorical(training_y)\n\n    \u003e\u003e\u003e model.fit(training_x, training_y)\n\nInstallation\n------------\n\nInstallation couldn’t be easier:\n\n.. code-block:: bash\n\n    $ pip install keras-resnet\n\nContributing\n------------\n\n#. Check for open issues or open a fresh issue to start a discussion around a feature idea or a bug. There is a `Contributor Friendly`_ tag for issues that should be ideal for people who are not very familiar with the codebase yet.\n#. Fork `the repository`_ on GitHub to start making your changes to the **master** branch (or branch off of it).\n#. Write a test which shows that the bug was fixed or that the feature works as expected.\n#. Send a pull request and bug the maintainer until it gets merged and published. :) Make sure to add yourself to AUTHORS_.\n\n.. _`the repository`: http://github.com/0x00b1/keras-resnet\n.. _AUTHORS: https://github.com/0x00b1/keras-resnet/blob/master/AUTHORS.rst\n.. _Contributor Friendly: https://github.com/0x00b1/keras-resnet/issues?direction=desc\u0026labels=Contributor+Friendly\u0026page=1\u0026sort=updated\u0026state=open\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbroadinstitute%2Fkeras-resnet","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbroadinstitute%2Fkeras-resnet","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbroadinstitute%2Fkeras-resnet/lists"}