Simple tutorials using Google’s TensorFlow Framework

TensorFlow-Tutorials

Introduction to deep learning based on Google’s TensorFlow framework. These tutorials are direct ports of Newmu’s Theano Tutorials.

Topics

• Simple Multiplication
• Linear Regression
• Logistic Regression
• Feedforward Neural Network (Multilayer Perceptron)
• Deep Feedforward Neural Network (Multilayer Perceptron with 2 Hidden Layers O.o)
• Convolutional Neural Network
• Denoising Autoencoder
• Recurrent Neural Network (LSTM)
• Word2vec
• TensorBoard
• Save and restore net
• Generative Adversarial Network

Dependencies

• TensorFlow 1.0 alpha
• Numpy
• matplotlib