deep-learning

• This is my deep learning tour！
• This repository provides the learning abuout deeplearning. All those code come from deep learning tutorial and I made a simple change.
• This may take lot of time to run it.You have better configured Theano,Tensorflow with GPU.

cnn

Personal explanation deep learning(1):CNN

Usage

• git clone git@github.com:wangyarui/deep-learning.git
• cd cnn
• python conv.py
• python pooling I took half hour using Theano with GPU,Please take patience.
• cd cnn_LeNet
• python convolutional_mlp.py

rnn

Personal explanation deep learning(2):RNN

Usage

• git clone git@github.com:wangyarui/deep-learning.git
• cd rnn

Install requirements

• pip install -r requirements.txt

Install build tools

• sudo apt-get update
• sudo apt-get install -y build-essential git python-pip libfreetype6-dev libxft-dev libncurses-dev libopenblas-dev gfortran python-matplotlib libblas-dev liblapack-dev libatlas-base-dev python-dev python-pydot linux-headers-generic linux-image-extra-virtual
• sudo pip install -U pip

Install CUDA and Theano with GPU

Clone the repo and install requirements

• git clone git@github.com:dennybritz/nn-theano.git
• cd nn-theano
• sudo pip install -r requirements.txt

run main

• python train-theano.py
• python rnn_theano.py
• I took three days using Theano with GPU,Please take more patience.

AutoEncoder

Usage

• cd AutoEncoder
• python basicAE.py
• python convDAE.py

Q-learning

Personal explanation deep learning(5):Q-learning

Usage

Install tensorflow

• cd Q-learning
• python RLtest.py