/TensorFlow-Tutorials

Simple tutorials using Google's TensorFlow Framework

Primary LanguagePython

TensorFlow-Tutorials

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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

Dependencies

  • TensorFlow
  • Numpy
  • matplotlib