{"id":18283767,"url":"https://github.com/hhsecond/handsondeeplearningwithpytorch","last_synced_at":"2025-04-05T07:31:04.181Z","repository":{"id":46175246,"uuid":"106497601","full_name":"hhsecond/HandsOnDeepLearningWithPytorch","owner":"hhsecond","description":"Code snippets and applications explained in the book - HandsOnDeepLearningWithPytorch","archived":false,"fork":false,"pushed_at":"2019-06-26T19:33:45.000Z","size":206,"stargazers_count":126,"open_issues_count":1,"forks_count":46,"subscribers_count":4,"default_branch":"master","last_synced_at":"2025-03-21T00:11:15.574Z","etag":null,"topics":[],"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/hhsecond.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":"2017-10-11T02:51:07.000Z","updated_at":"2025-03-12T17:13:58.000Z","dependencies_parsed_at":"2022-09-24T15:00:53.188Z","dependency_job_id":null,"html_url":"https://github.com/hhsecond/HandsOnDeepLearningWithPytorch","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/hhsecond%2FHandsOnDeepLearningWithPytorch","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hhsecond%2FHandsOnDeepLearningWithPytorch/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hhsecond%2FHandsOnDeepLearningWithPytorch/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hhsecond%2FHandsOnDeepLearningWithPytorch/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/hhsecond","download_url":"https://codeload.github.com/hhsecond/HandsOnDeepLearningWithPytorch/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247305302,"owners_count":20917194,"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":[],"created_at":"2024-11-05T13:10:41.522Z","updated_at":"2025-04-05T07:30:59.166Z","avatar_url":"https://github.com/hhsecond.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"******************************\nHandsOnDeepLearningWithPytorch\n******************************\n\nRepository is arranged chapter wise and each folder includes the code used + the visualization of models use. Dataset used for the models are either available in the shared `box`_ folder or downloadable from the ``torch`` utility packages such as ``torchvision``, ``torchtext`` or ``torchaudio``\n\n.. _box: https://app.box.com/s/25ict2irqaz3nnd19qp8ymtmkwx3l61j\n\n.. _TuringNetwork: https://github.com/turingnetworkai/turingnetwork\n\nChapters\n--------\n#. Introduction\n#. A Simple Neural Network\n#. Deep Learning work flow\n#. Computer Vision\n#. Sequential Data Processing\n#. Generative Networks\n#. Reinforcement Learning\n#. PyTorch In Production\n\n\nUtilities\n---------\n* Visualization is handled by Netron - ::\n\n    pip install netron\n* Environment is handled by Pipenv\n\nUsage\n-----\n* Clone the repository ::\n\n    git clone https://github.com/hhsecond/HandsOnDeepLearningWithPytorch.git \u0026\u0026 cd HandsOnDeepLearningWithPytorch\n\n* Install dependancies. HandsOnDeepLearningWithPytorch is using conda with python3.7 ::\n\n    conda env create -f environment.yml\n\n* CD to chapter directores and execute the models\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhhsecond%2Fhandsondeeplearningwithpytorch","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhhsecond%2Fhandsondeeplearningwithpytorch","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhhsecond%2Fhandsondeeplearningwithpytorch/lists"}