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
- 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