PyTorchZeroToAll

Quick 3~4 day lecture materials for HKUST students. https://github.com/hunkim/PyTorchZeroToAll

Video Lectures: (RNN TBA)

Slides

Lecture Slides @GoogleDrive

If you cannot access the GoogleDoc for somehow, please check out pdf files in slides. However, slides in GoogleDrive are always latest. We really appreciate your comments.

Previous Lectures

cf., http://bit.ly/TF_HKUST (3 day crash course using TensorFlow)

Name		Name	Last commit message	Last commit date
Latest commit History 10 Commits
.idea		.idea
__pycache__		__pycache__
data		data
mnist_data		mnist_data
.gitignore		.gitignore
README.md		README.md
name_dataset.py		name_dataset.py
testing.py		testing.py
torch_02_ManualLinearRegression.py		torch_02_ManualLinearRegression.py
torch_03_LinearRegression.py		torch_03_LinearRegression.py
torch_05_LogisticRegression.py		torch_05_LogisticRegression.py
torch_07_WideAndDeep.py		torch_07_WideAndDeep.py
torch_08_1_DatasetLoader.py		torch_08_1_DatasetLoader.py
torch_08_2_DatasetLoaderLogisticReg.py		torch_08_2_DatasetLoaderLogisticReg.py
torch_08_DatasetLoaderExercise.py		torch_08_DatasetLoaderExercise.py
torch_09_SoftmaxClassifier.py		torch_09_SoftmaxClassifier.py
torch_09_SoftmaxClassifier_manual.py		torch_09_SoftmaxClassifier_manual.py
torch_10_BasicCNN.py		torch_10_BasicCNN.py
torch_11_ToyInceptionMNIST.py		torch_11_ToyInceptionMNIST.py
torch_12_RNNBasics.py		torch_12_RNNBasics.py
torch_12_RNNhello.py		torch_12_RNNhello.py
torch_12_RNNhello2.py		torch_12_RNNhello2.py
torch_12_RNNhello3.py		torch_12_RNNhello3.py
torch_13_PackPad.py		torch_13_PackPad.py
torch_13_RNNChar.py		torch_13_RNNChar.py
torch_13_RNNClassification.py		torch_13_RNNClassification.py
torch_13_RNNClassificationbasics.py		torch_13_RNNClassificationbasics.py

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PyTorchZeroToAll

Video Lectures: (RNN TBA)

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Previous Lectures

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