{"id":13800744,"url":"https://github.com/yusugomori/DeepLearning","last_synced_at":"2025-05-13T09:31:53.101Z","repository":{"id":6167062,"uuid":"7396792","full_name":"yusugomori/DeepLearning","owner":"yusugomori","description":"Deep Learning (Python, C, C++, Java, Scala, Go)","archived":false,"fork":false,"pushed_at":"2021-10-01T16:30:16.000Z","size":140,"stargazers_count":3109,"open_issues_count":33,"forks_count":1356,"subscribers_count":412,"default_branch":"master","last_synced_at":"2025-04-13T23:53:45.225Z","etag":null,"topics":["deep-learning"],"latest_commit_sha":null,"homepage":"https://yusugomori.com","language":"Java","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/yusugomori.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE.txt","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2013-01-01T16:23:53.000Z","updated_at":"2025-04-13T03:24:07.000Z","dependencies_parsed_at":"2022-09-20T07:00:47.408Z","dependency_job_id":null,"html_url":"https://github.com/yusugomori/DeepLearning","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/yusugomori%2FDeepLearning","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yusugomori%2FDeepLearning/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yusugomori%2FDeepLearning/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yusugomori%2FDeepLearning/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/yusugomori","download_url":"https://codeload.github.com/yusugomori/DeepLearning/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":253913224,"owners_count":21983277,"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"],"created_at":"2024-08-04T00:01:15.816Z","updated_at":"2025-05-13T09:31:51.172Z","avatar_url":"https://github.com/yusugomori.png","language":"Java","funding_links":[],"categories":["Java"],"sub_categories":[],"readme":"##  Deep Learning (Python, C, C++, Java, Scala, Go)\n\n### Classes :\n\n  - DBN:  Deep Belief Nets\n\n  - CDBN: Deep Belief Nets w/ continuous-valued inputs \n\n  - RBM:  Restricted Boltzmann Machine\n\n  - CRBM: Restricted Boltzmann Machine w/ continuous-valued inputs\n\n  - dA:   Denoising Autoencoders\n\n  - SdA:  Stacked Denoising Autoencoders\n\n  - LogisticRegression: Logistic Regression\n\n  - HiddenLayer: Hidden Layer of Neural Networks\n  \n  - MLP: Multiple Layer Perceptron\n\n  - Dropout: Dropout MLP\n\n  - CNN: Convolutional Neural Networks (See [dev branch](https://github.com/yusugomori/DeepLearning/tree/dev).)\n\n\n\n### References :\n  - Y. Bengio, P. Lamblin, D. Popovici, H. Larochelle: Greedy Layer-Wise\n  Training of Deep Networks, Advances in Neural Information Processing\n  Systems 19, 2007\n\n  - P. Vincent, H. Larochelle, Y. Bengio, P.A. Manzagol: Extracting and\n  Composing Robust Features with Denoising Autoencoders, ICML' 08, 1096-1103,\n  2008\n\n\n  - DeepLearningTutorials\n  https://github.com/lisa-lab/DeepLearningTutorials\n\n  - Yusuke Sugomori: Stochastic Gradient Descent for Denoising Autoencoders,\n  http://yusugomori.com/docs/SGD_DA.pdf\n\n### Publication :\n  - More detailed Java implementations are introduced in my book, Java Deep Learning Essentials.\n\n    The book is available from [Packt Publishing](https://www.packtpub.com/big-data-and-business-intelligence/java-deep-learning-essentials) or [Amazon](http://www.amazon.com/Deep-Learning-Java-Yusuke-Sugomori/dp/1785282190/).\n\n  \n##### Bug reports / contributions / donations are deeply welcome.\nBitcoin wallet address: 34kZarc2uBU6BMCouUp2iudvZtbmZMPqrA\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fyusugomori%2FDeepLearning","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fyusugomori%2FDeepLearning","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fyusugomori%2FDeepLearning/lists"}