{"id":22799148,"url":"https://github.com/thomd/deep-learning-notes","last_synced_at":"2026-05-07T18:47:36.840Z","repository":{"id":66830070,"uuid":"250575325","full_name":"thomd/deep-learning-notes","owner":"thomd","description":"Some Notes on Deep Learning","archived":false,"fork":false,"pushed_at":"2021-10-25T21:10:54.000Z","size":13150,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-02-05T21:43:02.118Z","etag":null,"topics":["deep-learning","jupyter-notebook","machine-learning","python","pytorch"],"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/thomd.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":"2020-03-27T15:46:07.000Z","updated_at":"2021-10-25T21:10:57.000Z","dependencies_parsed_at":null,"dependency_job_id":"51853f54-cc69-487c-b3d8-86c232f45030","html_url":"https://github.com/thomd/deep-learning-notes","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/thomd%2Fdeep-learning-notes","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/thomd%2Fdeep-learning-notes/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/thomd%2Fdeep-learning-notes/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/thomd%2Fdeep-learning-notes/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/thomd","download_url":"https://codeload.github.com/thomd/deep-learning-notes/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246365651,"owners_count":20765549,"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","jupyter-notebook","machine-learning","python","pytorch"],"created_at":"2024-12-12T07:08:00.403Z","updated_at":"2026-05-07T18:47:31.813Z","avatar_url":"https://github.com/thomd.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Deep Learning Notes\n\nSome notes on machine learning from a human learner.\n\n* Notes on Machine Learning [Mathematics](https://nbviewer.jupyter.org/github/thomd/deep-learning-notes/blob/master/ml-math.ipynb)\n* Notes on [Tensor Algebra with PyTorch](https://nbviewer.jupyter.org/github/thomd/deep-learning-notes/blob/master/ml-tensoralgebra-pytorch.ipynb)\n* Notes on Machine Learning [Data](https://nbviewer.jupyter.org/github/thomd/deep-learning-notes/blob/master/ml-data.ipynb)\n* Notes on [Loss Functions](https://nbviewer.jupyter.org/github/thomd/deep-learning-notes/blob/master/ml-loss-functions.ipynb)\n* Example of a [CIFAR-10 CNN](https://nbviewer.jupyter.org/github/thomd/deep-learning-notes/blob/master/cnn.ipynb)\n* [Image classification with Pre-Trained CNNs](https://nbviewer.jupyter.org/github/thomd/deep-learning-notes/blob/master/cnn-transfer-learning.ipynb)\n* On [Style Transfer](https://nbviewer.jupyter.org/github/thomd/deep-learning-notes/blob/master/style-transfer.ipynb)\n* Notes on [Recurrent Neural Networks](https://nbviewer.jupyter.org/github/thomd/deep-learning-notes/blob/master/rnn.ipynb) (RNN)\n* On [K-Nearest Neighbor (KNN) Classification](https://nbviewer.jupyter.org/github/thomd/deep-learning-notes/blob/master/knn-classifier.ipynb)\n\n## Setup\n\n    conda env create --file environment.yaml\n    conda activate ml\n    jupyter lab\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fthomd%2Fdeep-learning-notes","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fthomd%2Fdeep-learning-notes","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fthomd%2Fdeep-learning-notes/lists"}