{"id":24493672,"url":"https://github.com/g-eoj/deep-learning-notebooks","last_synced_at":"2025-09-03T02:45:32.807Z","repository":{"id":150177818,"uuid":"124327071","full_name":"g-eoj/deep-learning-notebooks","owner":"g-eoj","description":"Collection of notebooks I made on deep learning topics.","archived":false,"fork":false,"pushed_at":"2018-11-15T09:30:21.000Z","size":613,"stargazers_count":0,"open_issues_count":0,"forks_count":1,"subscribers_count":0,"default_branch":"master","last_synced_at":"2025-01-21T19:44:09.379Z","etag":null,"topics":["adam","adamax","backpropagation","convolutional-neural-network","cs231n","dropout","math","notebook","sgd","visualization"],"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/g-eoj.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":"2018-03-08T02:49:18.000Z","updated_at":"2018-11-15T09:30:22.000Z","dependencies_parsed_at":"2023-04-15T02:23:25.098Z","dependency_job_id":null,"html_url":"https://github.com/g-eoj/deep-learning-notebooks","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/g-eoj%2Fdeep-learning-notebooks","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/g-eoj%2Fdeep-learning-notebooks/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/g-eoj%2Fdeep-learning-notebooks/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/g-eoj%2Fdeep-learning-notebooks/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/g-eoj","download_url":"https://codeload.github.com/g-eoj/deep-learning-notebooks/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243681076,"owners_count":20330156,"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":["adam","adamax","backpropagation","convolutional-neural-network","cs231n","dropout","math","notebook","sgd","visualization"],"created_at":"2025-01-21T19:42:39.448Z","updated_at":"2025-03-15T04:09:30.357Z","avatar_url":"https://github.com/g-eoj.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Deep Learning Notebooks\n\nCollection of notebooks I made on deep learning topics. Most of the notebooks look and work the best on \n[nbviewer](https://nbviewer.jupyter.org/), however nbviewer doesn't support interactivity.\n\n#### nbviewer links:\n- [cs231n Two-Layer Backprop Mathematics Example](https://nbviewer.jupyter.org/github/g-eoj/deep-learning-notebooks/blob/master/cs231n-two-layer-backprop-math.ipynb)\n  (based on Stanford CS231n Spring 2017 [Assignment 1](http://cs231n.github.io/assignments2017/assignment1/) Q4)\n- [Dropout Visualization for 2D Convolution Layers](https://nbviewer.jupyter.org/github/g-eoj/deep-learning-notebooks/blob/master/2d-conv-dropout-visualization.ipynb)\n- [Dropout Proportion z-Tests](https://nbviewer.jupyter.org/github/g-eoj/deep-learning-notebooks/blob/master/dropout-proportion-z-tests.ipynb)\n- [SGD Update Visualization for Single Parameter](https://nbviewer.jupyter.org/github/g-eoj/deep-learning-notebooks/blob/master/sgd-update-visualization.ipynb)\n  (interactivity not available on nbviewer)\n- [Optimizer Comparison Visualization for Single Parameter](https://nbviewer.jupyter.org/github/g-eoj/deep-learning-notebooks/blob/master/optimizer-compare-visualization.ipynb)\n  (interactivity not available on nbviewer)","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fg-eoj%2Fdeep-learning-notebooks","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fg-eoj%2Fdeep-learning-notebooks","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fg-eoj%2Fdeep-learning-notebooks/lists"}