Collection of notebooks I made on deep learning topics. Most of the notebooks look and work the best on nbviewer, however nbviewer doesn't support interactivity.
- cs231n Two-Layer Backprop Mathematics Example (based on Stanford CS231n Spring 2017 Assignment 1 Q4)
- Dropout Visualization for 2D Convolution Layers
- Dropout Proportion z-Tests
- SGD Update Visualization for Single Parameter (interactivity not available on nbviewer)
- Optimizer Comparison Visualization for Single Parameter (interactivity not available on nbviewer)