知凡's repositories
cw_word_embedding
Word embedding training code for《Natural Language Processing (Almost) from Scratch》 by Ronan Collobert and Jason Weston.
dataworm-go
Golang based machine learning lib
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.
iir
Machine Learning / Natural Language Processing / Information Retrieval
iswc-archive
An archival project for International Semantic Web Conference Open Conference Data
ltr
Learning to rank algorithms library
maximum-awesome
Config files for vim and tmux.
MyDBN
The implementation of DBN ( RBM) and softmax regression
OpenDL
The Deep Learning training framework on Spark
PG_BOW_DEMO
Image Classification using Bag of Words and Spatial Pyramid BoW
PG_DEEP
Deep Learning and Applications--Demo
PG_LINEAR
L_p-Regularized logistic regression using Gradient Decent (batch)
PG_PageRank
pagerank using mapreduce format
PG_PLSA
plsa demo in python
PG_ROC_PR_R
ROC and PR curve using R
PLSA
PLSA implementation via EM algorithm
quepy
A python framework to transform natural language questions to queries in a database query language.
scene_labelling_rgbd
semantically labels kinect pointclouds
text_extraction
This code is the implementation of the method proposed in the paper “Multi-script text extraction from natural scenes” (Gomez & Karatzas) to appear in ICDAR2013 conference.
textteaser
TextTeaser is an automatic summarization algorithm.
Theano
Optimizing GPU-meta-programming code generating array oriented optimizing math compiler in Python
tpsr
用于解析文本中的各种token，如数字、重量乃至专名等等。供后续计算使用。
wikiprep-esa
ESA implementation using Wikiprep output
word2vec-2
Multiple version of word2vec. https://code.google.com/p/word2vec/