This tutorial was designed for easily diving into TensorFlow, through examples. For readability, it includes both notebooks and source codes with explanation.

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TensorFlow Examples

Basic code examples for some machine learning algorithms, using TensorFlow library.

Tutorial index

1 - Introduction

Hello World (code)
Basic Operations (code)

2 - Basic Classifiers

Nearest Neighbor (code)
Linear Regression (code)
Logistic Regression (code)

3 - Neural Networks

Multilayer Perceptron (code)
Convolutional Neural Network (code)
AlexNet (code)
Reccurent Network (code)

4 - Multi GPU

Basic Operations on multi-GPU (code)

Dependencies

tensorflow
numpy
matplotlib
cuda (to run examples on GPU)

Other tutorials are coming soon...

README.md