CUDA introduction to neural networks and cuDNN library

1. Basics

CUDA simple add kernel implementation
CUDA C++ Jupyter Notebook integration

2. Simple CUDA MLP

example implemetation of simple neural net
simple cuda matrix implemetation
layers: linear
activations: relu, leaky_relu, sigmoid
loss: BCE Cost

3. cuDNN

example implementation of using cuDNN library
convolution example implementation