my theano workspace
Switch branches/tags
Nothing to show
Clone or download
Fetching latest commit…
Cannot retrieve the latest commit at this time.
Permalink
Failed to load latest commit information.
_notes
code
data
doc
notebook
numpy-primer
scripts
theano_toolkit
.gitattributes
.gitignore
README.md

README.md

theano

Gitter

Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation.

This repository tracks my progress in learning theano, my notes on theano and implementation of toy examples

ConvolNet for MNIST data Layer 1 Feature Maps

->current

  • Linear Regression
  • Logistic Regression
  • Multilayer Perceptron
  • Convolutional Neural Network
  • Autoencoders
  • Stacked Autoencoder
  • Recurrent Neural Net
  • Restricted Boltzmann Machines
  • Deep Belief Net
  • LSTM
  • Neural Turing Machine

Code Reading List

  1. Theano Tutorial
  2. Deeplearning.net
  3. Neural Turing Machine

Tutorial and References

  1. Deeplearning.net Theano Tutorial
  2. Deeplearning.net Documentation
  3. NTM - Shawn Tan
  4. Recurrent Neural Network @WildML

->next

  1. Theano Related Projects