Deep Learning and Differential programming
The slides of this lecture are here.
This page contains the full python files for the different source codes mentioned on my slides:
- 2.2 Linear regression.
- 2.2 Logistic regression.
- 2.3 Multi-layer Perceptrons (and MNIST Dataloader).
- 2.4 Tensorboard for PyTorch.
- 2.7 Convolutions and LeNet.
- 3.3 LeNet on GPUs.
A zip archive of all files: [ZIP].