{"id":20970681,"url":"https://github.com/xiaohu2015/cs231n-assignment","last_synced_at":"2025-06-25T07:37:46.038Z","repository":{"id":109065088,"uuid":"81430117","full_name":"xiaohu2015/cs231n-assignment","owner":"xiaohu2015","description":"The assignment for cs231n course","archived":false,"fork":false,"pushed_at":"2017-03-12T13:20:55.000Z","size":13445,"stargazers_count":9,"open_issues_count":0,"forks_count":8,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-05-14T11:38:44.006Z","etag":null,"topics":["computer-vision","cs231n","deeplearning"],"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":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/xiaohu2015.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":"2017-02-09T08:58:24.000Z","updated_at":"2019-04-18T10:01:15.000Z","dependencies_parsed_at":"2023-03-12T11:48:04.621Z","dependency_job_id":null,"html_url":"https://github.com/xiaohu2015/cs231n-assignment","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/xiaohu2015/cs231n-assignment","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/xiaohu2015%2Fcs231n-assignment","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/xiaohu2015%2Fcs231n-assignment/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/xiaohu2015%2Fcs231n-assignment/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/xiaohu2015%2Fcs231n-assignment/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/xiaohu2015","download_url":"https://codeload.github.com/xiaohu2015/cs231n-assignment/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/xiaohu2015%2Fcs231n-assignment/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":261828255,"owners_count":23215914,"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":["computer-vision","cs231n","deeplearning"],"created_at":"2024-11-19T04:00:04.121Z","updated_at":"2025-06-25T07:37:46.016Z","avatar_url":"https://github.com/xiaohu2015.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# cs231n-learn\nThe assignment for cs231n course\n\n## Environment\n- Windows 10\n- Python 3.5\n\n## Assignment1\n- K-Nearest Neighboor Classifier  [[knn.py](https://github.com/xiaohu2015/cs231n-learn/blob/master/assignment1/classifiers/knn.py), [knn.ipynb](https://github.com/xiaohu2015/cs231n-learn/blob/master/assignment1/knn.ipynb)]\n- Linear Classifier: linear SVM and softmax [[linear_classifier.py](https://github.com/xiaohu2015/cs231n-learn/blob/master/assignment1/classifiers/linear_classifier.py), [svm.ipynb](https://github.com/xiaohu2015/cs231n-learn/blob/master/assignment1/svm.ipynb), [softmax.ipynb](https://github.com/xiaohu2015/cs231n-learn/blob/master/assignment1/softmax.ipynb)]\n- Two-Layer Neural Network  [[neural_net.py](https://github.com/xiaohu2015/cs231n-learn/blob/master/assignment1/classifiers/neural_net.py), [two_layer_net.ipynb](https://github.com/xiaohu2015/cs231n-learn/blob/master/assignment1/two_layer_net.ipynb)]\n\n## Assignment2\n- Fully-connected Neural Network  [[fc_net.py](https://github.com/xiaohu2015/cs231n-learn/blob/master/assignment2/cs231n/classifiers/fc_net.py), [FullyConnectedNets.ipynb](https://github.com/xiaohu2015/cs231n-learn/blob/master/assignment2/FullyConnectedNets.ipynb)]\n- Batch Normalization [[BatchNormalization.ipynb](https://github.com/xiaohu2015/cs231n-learn/blob/master/assignment2/BatchNormalization.ipynb)]\n- Dropout [[Dropout.ipynb](https://github.com/xiaohu2015/cs231n-learn/blob/master/assignment2/Dropout.ipynb)]\n- ConvNet on CIFAR-10   [[cnn.py](https://github.com/xiaohu2015/cs231n-learn/blob/master/assignment2/cs231n/classifiers/cnn.py), [ConvolutionalNetworks.ipynb](https://github.com/xiaohu2015/cs231n-learn/blob/master/assignment2/ConvolutionalNetworks.ipynb)]\n\n## Assignment3\n- Image Captioning with Vanilla RNNs [[RNN_Captioning.ipynb](https://github.com/xiaohu2015/cs231n-learn/blob/master/assignment3/RNN_Captioning.ipynb)]\n- Image Captioning with LSTMs [[LSTM_Captioning.ipynb](https://github.com/xiaohu2015/cs231n-learn/blob/master/assignment3/LSTM_Captioning.ipynb)]\n- Image Gradients [[ImageGradients.ipynb](https://github.com/xiaohu2015/cs231n-learn/blob/master/assignment3/ImageGradients.ipynb)]\n- Image Generation [[ImageGeneration.ipynb](https://github.com/xiaohu2015/cs231n-learn/blob/master/assignment3/ImageGeneration.ipynb)]\n\n**All assignments are finished by Mar 12 2017**\n\n**Thanks for the project [lightaime/cs231n](https://github.com/lightaime/cs231n) and [cthorey/CS231\n](https://github.com/cthorey/CS231)**\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fxiaohu2015%2Fcs231n-assignment","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fxiaohu2015%2Fcs231n-assignment","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fxiaohu2015%2Fcs231n-assignment/lists"}