Deep-Learning-Python

A collection of some cool deep learning projects in python

CONTENTS

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1. Breast Cancer Classification
2. Fashion MNIST Categorization
3. Hand-written Digit Recognition

Classes :

• DBN: Deep Belief Nets

• CDBN: Deep Belief Nets w/ continuous-valued inputs

• RBM: Restricted Boltzmann Machine

• CRBM: Restricted Boltzmann Machine w/ continuous-valued inputs

• dA: Denoising Autoencoders

• SdA: Stacked Denoising Autoencoders

• LogisticRegression: Logistic Regression

• HiddenLayer: Hidden Layer of Neural Networks

• MLP: Multiple Layer Perceptron

• Dropout: Dropout MLP

• CNN: Convolutional Neural Networks (See dev branch.)