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neural-networks-course

assignments and projects of neural networks course

HW1

Mcculloch pitts Adaline Madaline

HW2

MLP for classficiation - pytorch

MLP for regression - pytorch

Dimension reduction with Autoencoder and PCA for classification and regression

HW3

Character Recognition using Hebbian Learning Rule

Auto-associative Net

Discrete Hopfield Net

Bidirectional Associative Memory

HW4

Max-net $ hamming-net

SOM

Mini Project 1

Transfer Learning

Semantic Segmentation

Object Detection

Mini Project 3

AC GAN

Deep Convolutional GAN

WGAN

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