{"id":13399517,"url":"https://github.com/transcranial/keras-js","last_synced_at":"2025-05-14T04:09:26.391Z","repository":{"id":11448487,"uuid":"69674683","full_name":"transcranial/keras-js","owner":"transcranial","description":"Run Keras models in the browser, with GPU support using WebGL","archived":false,"fork":false,"pushed_at":"2022-06-15T12:11:24.000Z","size":18004,"stargazers_count":4965,"open_issues_count":81,"forks_count":501,"subscribers_count":177,"default_branch":"master","last_synced_at":"2025-05-11T23:36:41.786Z","etag":null,"topics":["deep-learning","javascript","keras","machine-learning","neural-networks","tensorflow","webgl"],"latest_commit_sha":null,"homepage":"https://transcranial.github.io/keras-js","language":"JavaScript","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/transcranial.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":"2016-09-30T14:40:35.000Z","updated_at":"2025-05-11T03:35:50.000Z","dependencies_parsed_at":"2022-07-14T07:20:43.453Z","dependency_job_id":null,"html_url":"https://github.com/transcranial/keras-js","commit_stats":null,"previous_names":[],"tags_count":3,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/transcranial%2Fkeras-js","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/transcranial%2Fkeras-js/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/transcranial%2Fkeras-js/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/transcranial%2Fkeras-js/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/transcranial","download_url":"https://codeload.github.com/transcranial/keras-js/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":254070107,"owners_count":22009559,"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","javascript","keras","machine-learning","neural-networks","tensorflow","webgl"],"created_at":"2024-07-30T19:00:38.806Z","updated_at":"2025-05-14T04:09:21.374Z","avatar_url":"https://github.com/transcranial.png","language":"JavaScript","funding_links":[],"categories":["Libraries","JavaScript","Jupyter Notebook","Javascript","库","📦 Legacy \u0026 Inactive Projects"],"sub_categories":["Tools","[Tools](#tools-1)","Speech Recognition","微信群"],"readme":"\u003cp align=\"center\"\u003e\n  \u003cstrong\u003e**This project is no longer active. Please check out \u003ca href=\"http://js.tensorflow.org\"\u003eTensorFlow.js\u003c/a\u003e.**\u003cbr/\u003eThe \u003ca href=\"https://transcranial.github.io/keras-js\"\u003eKeras.js demos\u003c/a\u003e still work but is no longer updated.\u003c/strong\u003e\n\u003c/p\u003e\n\n\u003cp align=\"center\"\u003e\n  \u003ca href=\"https://transcranial.github.io/keras-js\"\u003e\n    \u003cimg src=\"https://cdn.rawgit.com/transcranial/keras-js/73aa4cca/assets/logo.svg\" width=\"300px\" /\u003e\n  \u003c/a\u003e\n\u003c/p\u003e\n\n\u003cp align=\"center\"\u003e\n  \u003cstrong\u003eRun Keras models in the browser, with GPU support using WebGL\u003c/strong\u003e\n\u003c/p\u003e\n\n\u003cdiv align=\"center\"\u003e\n  \u003ch3\u003e\n    \u003ca href=\"https://transcranial.github.io/keras-js\"\u003eInteractive Demos\u003c/a\u003e\n    \u003cspan\u003e | \u003c/span\u003e\n    \u003ca href=\"https://transcranial.github.io/keras-js-docs\"\u003eDocumentation\u003c/a\u003e\n  \u003c/h3\u003e\n\u003c/div\u003e\n\n\u003cbr/\u003e\n\n---\n\nRun [Keras](https://github.com/keras-team/keras) models in the browser, with GPU support provided by WebGL 2. Models can be run in Node.js as well, but only in CPU mode. Because Keras abstracts away a number of frameworks as backends, the models can be trained in any backend, including TensorFlow, CNTK, etc.\n\nLibrary version compatibility: Keras 2.1.2\n\n## [Interactive Demos](https://transcranial.github.io/keras-js)\n\n\u003cp align=\"center\"\u003e\n  \u003ca href=\"https://transcranial.github.io/keras-js\"\u003e\u003cimg src=\"demos/assets/mnist-cnn.png\" height=\"120\" width=\"auto\" /\u003e\u003c/a\u003e\n  \u003ca href=\"https://transcranial.github.io/keras-js\"\u003e\u003cimg src=\"demos/assets/resnet50.png\" height=\"120\" width=\"auto\" /\u003e\u003c/a\u003e\n  \u003ca href=\"https://transcranial.github.io/keras-js\"\u003e\u003cimg src=\"demos/assets/inception-v3.png\" height=\"120\" width=\"auto\" /\u003e\u003c/a\u003e\n  \u003ca href=\"https://transcranial.github.io/keras-js\"\u003e\u003cimg src=\"demos/assets/imdb-bidirectional-lstm.png\" height=\"120\" width=\"auto\" /\u003e\u003c/a\u003e\n\u003c/p\u003e\n\nCheck out the `demos/` directory for real examples running Keras.js in VueJS.\n\n- Basic Convnet for MNIST\n- Convolutional Variational Autoencoder, trained on MNIST\n- Auxiliary Classifier Generative Adversarial Networks (AC-GAN) on MNIST\n- 50-layer Residual Network, trained on ImageNet\n- Inception v3, trained on ImageNet\n- DenseNet-121, trained on ImageNet\n- SqueezeNet v1.1, trained on ImageNet\n- Bidirectional LSTM for IMDB sentiment classification\n\n## [Documentation](https://transcranial.github.io/keras-js-docs)\n\n[MIT License](https://github.com/transcranial/keras-js/blob/master/LICENSE)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftranscranial%2Fkeras-js","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftranscranial%2Fkeras-js","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftranscranial%2Fkeras-js/lists"}