{"id":18308624,"url":"https://github.com/hyzhak/cs231n-lecture-notes","last_synced_at":"2025-04-05T17:32:19.091Z","repository":{"id":28541365,"uuid":"117237454","full_name":"hyzhak/cs231n-lecture-notes","owner":"hyzhak","description":"my lecture notes of cs231n of Andrej Karpathy","archived":false,"fork":false,"pushed_at":"2022-12-07T23:26:19.000Z","size":20841,"stargazers_count":24,"open_issues_count":19,"forks_count":12,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-03-21T08:11:21.953Z","etag":null,"topics":["andrej-karpathy","cs231n","deep-learning","jupyter-notebook","knn","lecture-notes","linear-classifier","machine-learning"],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","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/hyzhak.png","metadata":{"files":{"readme":"README.md","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":"2018-01-12T12:14:56.000Z","updated_at":"2024-12-23T19:28:12.000Z","dependencies_parsed_at":"2022-09-11T08:41:11.212Z","dependency_job_id":null,"html_url":"https://github.com/hyzhak/cs231n-lecture-notes","commit_stats":null,"previous_names":[],"tags_count":1,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hyzhak%2Fcs231n-lecture-notes","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hyzhak%2Fcs231n-lecture-notes/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hyzhak%2Fcs231n-lecture-notes/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hyzhak%2Fcs231n-lecture-notes/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/hyzhak","download_url":"https://codeload.github.com/hyzhak/cs231n-lecture-notes/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247375064,"owners_count":20928940,"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":["andrej-karpathy","cs231n","deep-learning","jupyter-notebook","knn","lecture-notes","linear-classifier","machine-learning"],"created_at":"2024-11-05T16:08:36.540Z","updated_at":"2025-04-05T17:32:14.080Z","avatar_url":"https://github.com/hyzhak.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# cs231n-lecture-notes\nMy lecture notes of cs231n of Andrej Karpathy and Solutions for assignments.\n\n## Notes :notebook:\n\n- Lecture 1 is just introduction so I haven't done any notes there\n- [Lecture 2](./lec2-data-driven-approach-knn-linear-classification.ipynb)\n- [Lecture 3](./lec3-linear-classification-optimization.ipynb)\n- [Lecture 4](./lec4-computational-graph-backpropagation-neural-networks.ipynb)\n- [Lecture 5](./lec5-neural-network.ipynb)\n- [Lecture 6](./lec6-neural-network-cnn.ipynb)\n- [Lecture 7](./lec7-cnn.ipynb)\n\n## Solutions :microscope:\n\n- Assignment 1\n  - [Q1: k-Nearest Neighbor classifier](./assignment1/knn.ipynb) **DONE**\n  - [Q2: Multiclass Support Vector Machine (SVM)](./assignment1/svm.ipynb) **DONE**\n  - [Q3: Softmax](./assignment1/softmax.ipynb) **DONE**\n  - [Q4: Two-Layer Neural Network](./assignment1/two_layer_net.ipynb) **DONE**\n  - [Q5: Higher Level Representations: Image Features](./assignment1/features.ipynb) **DONE**\n\n- Assignment 2\n  - [Q1 Fully-connected Neural Network](./assignment2/FullyConnectedNets.ipynb) **IN PROGRESS**\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhyzhak%2Fcs231n-lecture-notes","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhyzhak%2Fcs231n-lecture-notes","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhyzhak%2Fcs231n-lecture-notes/lists"}