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amazon-downloader

Two perl scripts to download and parse Amazon's reviews

ansj_seg

ansj分词.ict的真正java实现.分词效果速度都超过开源版的ict. 中文分词,人名识别,词性标注,用户自定义词典

autoextend

cpp

just for test

cppemb

cse250b_nn

CSE250B Project #4: Semi-Supervised Recursive Autoencoders

cuda-word2vec

cuda implementation of CBOW model (word2vec)

darpa_phase1_sentimentanalysis

deeplearning

Deep Learning (Python, C/C++, Java, Scala)

deeplearningbenchmarks

deeplearningtutorials

Deep Learning Tutorial notes and code. See the wiki for more info.

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.

densitypeakcluster

A cluster framework for 'Clustering by fast search and find of density peaks' in science 2014.

glm_apg

Implementing GLMs with APG for TIme Series

hessianfree

An implementation of the Hessian-free optimization algorithm in Theano

jieba

结巴中文分词

jst

A C++ implementation of the Joint Sentiment-Topic (JST) Model.

libn3l

LibN3L: A light-weight neural network package for natural language

lstm-g

An implementation of a generalized version of the Long Short-Term Memory neural network architecture and algorithm, one of the most powerful supervised machine learning methodologies.

mlr

Metric Learning to Rank

nut

Natural language Understanding Toolkit

pg_deep

Deep Learning and Applications--Demo

pgm-10708

This repository is being maintained for the course, Probabilistic Graphical Models-10708. It will be updated throughout the spring semester-2013

pmtk3

Probabilistic Modeling Toolkit for Matlab/Octave.

py-optim

Gradient-based optimization algorithms in Python

pybrain

rbm-mnist

C++ 11 implementation of Geoff Hinton's Deep Learning matlab code

snownlp

Python library for processing Chinese text

spectral-clustering

Spectral Clustering in C++

theano-hf

General purpose Hessian-free optimization in Theano