PyTorchZeroToAll

Quick 3~4 day lecture materials for HKUST students.

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

Name		Name	Last commit message	Last commit date
Latest commit History 44 Commits
slides		slides
.gitignore		.gitignore
01_basics.py		01_basics.py
02_manual_gradient.py		02_manual_gradient.py
03_auto_gradient.py		03_auto_gradient.py
05_linear_regression.py		05_linear_regression.py
06_logistic_regression.py		06_logistic_regression.py
07_diabets_logistic.py		07_diabets_logistic.py
08_1_dataset_loader.py		08_1_dataset_loader.py
08_2_dataset_loade_logisticr.py		08_2_dataset_loade_logisticr.py
09_01_softmax_loss.py		09_01_softmax_loss.py
09_2_softmax_mnist.py		09_2_softmax_mnist.py
10_1_cnn_mnist.py		10_1_cnn_mnist.py
10_2_toy_inception_mnist.py		10_2_toy_inception_mnist.py
11_1_rnn_basics.py		11_1_rnn_basics.py
11_2_hello_rnn.py		11_2_hello_rnn.py
11_3_hello_rnn_gpu.py		11_3_hello_rnn_gpu.py
README.md		README.md
data-diabetes.csv		data-diabetes.csv
requirements.txt		requirements.txt
shakespeare.txt		shakespeare.txt