README.txt

DeepPy
======

DeepPy -- a Python Machine Learning Library focusing on Deep Learning

Done:

- Simple Perceptron + Kernel Perceptron Binary Classification
  - TODO: 
    - Extend to multiclass
    - Add more kernels
    - Add examples
    
Todo:

- Multi-Layered Peceptron
  - Backpropogation
  - Genetic Algorithms
- DropOut Regularization
- Sparse Autoencoder
- Sparse Coding
- Stacked Autoencoders
- ICA
- ZCA
- Neural Network for Dimensionality Reduction
- Deep Learning using Support Vector Machines
- K-Nearest Neighbor Neural Network
- Denoising Autoencoders
- Softmax Regression
- Convolutional Neural Networks
- Recurrent Neural Network
- Hopfield Networks
- Restricted Boltzmann Machines
- Deep Boltzmann Machines
- Energy Based Models
- Kernel Methods for Feature Learning
- K-Means for Feature Learning
- Lazy Learning for Feature Learning