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伍海洋's Projects

arac icon arac

C++ library for neural networks.

common icon common

Common Python library, especially for text processing and controlling experimental runs

deeplearntoolbox icon deeplearntoolbox

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

docent icon docent

Document-Level Local Search Decoder for Phrase-Based Statistical Machine Translation

neural-language-model icon neural-language-model

Implementation of neural language models, in particular Collobert + Weston (2008) and a stochastic margin-based version of Mnih's LBL.

nnet icon nnet

神经网络与机器学习

pylearn2 icon pylearn2

A Machine Learning library based on Theano

rnnlm icon rnnlm

Recurrent Neural Network language modeling toolkit

textsne icon textsne

2-d visualization of high-dimensional input: Python code for rendering t-SNE code with text labels for each point

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