Blogs

Dropout

Notes on the regularization method Dropout.

Guide to Deep Learning (Medium)

This blog contains a guide to get started with Deep Learning as well as get in-depth knowledge of the field.

InceptionNet

Notes on the the InceptionNet CNN architecture.

Linear Algebra

Notes on Linear Algebra from the DL Book.

Net2Net

Notes on the Net2Net architecture.

Probability and Information Theory

Notes on Probability and Information Theory from the DL Book.

RCNN

Notes on the object detection architecture RCNN.

ResNet

Notes on the CNN Architecture ResNet.

VGGNet

Notes on the CNN Architecture VGGNet.