- Torch 기초 이수안컴퓨터연구소 Youtube
- MLP, CNN, GNN IDEA FACTORY KAIST Youtube
- (CODE) 딥러닝 홀로서기 Github
- RNN, LSTM, Seq2Seq 신박Ai Youtube
- (CODE) DL101 Github
- Transformer 동빈나 Youtube
lab1_linear_regression_with_pure_python.ipynb: Gradient Descent Algorithmlab2_regression.ipynb: linear vs. mlplab3_classification.ipynb: linear vs. mlplab4_hyperparameter_tuning.ipynb: MLP on cifar10 datasetlab5_regularization.ipynb: MLP on cifar10 dataset + hyperparameter tuninglab6_result_report.ipynb: MLP on cifar10 dataset + visulizationlab7_CIFAR-10_with_CNN.ipynb: CNN on cifar10 datasetlab8_CIFAR-100_with_ResNet.ipynb: CNN on cifar100 datasetlab9_RNN.ipynb: RNN basiclab10_LSTM.ipynb: LSTM for Stock Price Predictionlab11_Molecular_Graph_with_GCN.ipynb: GNN for Molecule logP Predictionlab12_DCGAN_faces_tutorial.ipynb: DCGAN for generating face imagesAssignment1_pytorch_MNIST_MLP.ipynb: lab1 ~ lab3
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