{"id":19871031,"url":"https://github.com/mainakrepositor/deep-learning-python","last_synced_at":"2025-09-12T17:43:38.334Z","repository":{"id":106238254,"uuid":"310842535","full_name":"MainakRepositor/Deep-Learning-Python","owner":"MainakRepositor","description":"A collection of some cool deep learning projects  in python","archived":false,"fork":false,"pushed_at":"2021-05-22T07:24:53.000Z","size":899,"stargazers_count":24,"open_issues_count":0,"forks_count":1,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-05-02T09:48:41.509Z","etag":null,"topics":["deep-belief-network","deep-learning","deep-neural-networks","deep-reinforcement-learning","mnist-classification","python","recognizing-handwritten-digits","tensorflow2"],"latest_commit_sha":null,"homepage":"","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/MainakRepositor.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":"2020-11-07T12:43:17.000Z","updated_at":"2025-02-03T07:05:48.000Z","dependencies_parsed_at":"2023-06-26T02:10:13.726Z","dependency_job_id":null,"html_url":"https://github.com/MainakRepositor/Deep-Learning-Python","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/MainakRepositor/Deep-Learning-Python","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MainakRepositor%2FDeep-Learning-Python","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MainakRepositor%2FDeep-Learning-Python/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MainakRepositor%2FDeep-Learning-Python/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MainakRepositor%2FDeep-Learning-Python/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/MainakRepositor","download_url":"https://codeload.github.com/MainakRepositor/Deep-Learning-Python/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MainakRepositor%2FDeep-Learning-Python/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274848280,"owners_count":25360981,"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","status":"online","status_checked_at":"2025-09-12T02:00:09.324Z","response_time":60,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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-belief-network","deep-learning","deep-neural-networks","deep-reinforcement-learning","mnist-classification","python","recognizing-handwritten-digits","tensorflow2"],"created_at":"2024-11-12T16:11:02.833Z","updated_at":"2025-09-12T17:43:38.304Z","avatar_url":"https://github.com/MainakRepositor.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Deep-Learning-Python\nA collection of some cool deep learning projects  in python\n\n\u003cimg src=\"https://www.cc.gatech.edu/~san37/img/dl/mlp.png\" width=50% height=10%\u003e\n\n## CONTENTS\n\n\u003chr\u003e\n\n\u003col\u003e\n  \u003cli\u003e\u003ca href=\"https://github.com/MainakRepositor/Deep-Learning-Python/blob/master/Breast_Cancer_Data_Analysis_DL.ipynb\"\u003eBreast Cancer Classification\u003c/a\u003e\u003c/li\u003e\n  \u003cli\u003e\u003ca href=\"https://github.com/MainakRepositor/Deep-Learning-Python/blob/master/Fashion_MNIST_Categorization_(CNN)_.ipynb\"\u003eFashion MNIST Categorization\u003c/a\u003e\u003c/li\u003e\n  \u003cli\u003e\u003ca href=\"https://github.com/MainakRepositor/Deep-Learning-Python/blob/master/MNIST_Number_Recognition_DL.ipynb\"\u003eHand-written Digit Recognition\u003c/a\u003e\u003c/li\u003e\n  \u003c/ol\u003e\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","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmainakrepositor%2Fdeep-learning-python","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmainakrepositor%2Fdeep-learning-python","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmainakrepositor%2Fdeep-learning-python/lists"}