PyTorchZeroToAll

Quick 3~4 day lecture meterials for HKUST students.

Lecture Slides @Googledoc. If you cannot access the GoogleDoc for somehow, please check out pdf files in slides. However, slides in GoogleDoc is always latest.

Previous Lectures

Name		Name	Last commit message	Last commit date
Latest commit History 33 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
README.md		README.md
data-diabetes.csv		data-diabetes.csv
requirements.txt		requirements.txt