Pinned Repositories
A-Simple-implementation-of-Hidden-Markov-Models
A Simple implementation of Hidden Markov Models using boost::ublas
gradient-descent-method
A simple implementation of gradient descent in c++
Label-Propagation
Label Propagation based Community Detection algorithm implemented using multiprocessing module in python (Please have a look at my other project LPMR, which implement much more scalable code using hadoop, I am no longer developing this code )
Linear-Discriminant-Analysis
A simple implementation of LDA in c++
logistic-regression-in-c--
a simple implementation of LR in c++
open-mpi-matrix-multiplication
pageRank
A simple implementation of pageRank
Parallel-K-Means-MPI-C
Implementation of Parallel K-Means Algorithm using MPI-C
Principal-component-analysis-
PCA implementation in c++
skiplists-for-cpp
A template skiplists implementation in c++
liyanghua's Repositories
liyanghua/word2vec
Word2Vec in C++ 11
liyanghua/arsenal
Collection of various python utilities, recipes, and "gutted" components of other projects.
liyanghua/awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
liyanghua/awesome-python
A curated list of awesome Python frameworks, libraries and software.
liyanghua/behemoth
Behemoth is an open source platform for large scale document analysis based on Apache Hadoop.
liyanghua/bpr
Bayesian Personalized Ranking
liyanghua/brown-cluster
C++ implementation of the Brown word clustering algorithm.
liyanghua/convnet
A GPU implementation of Convolutional Neural Nets in C++
liyanghua/DPM
Dirichlet Process Gaussian Mixture Models
liyanghua/fann
Official github repository for Fast Artificial Neural Network Library (FANN)
liyanghua/Glyph-ByT5
This is an official inference code of the paper "Glyph-ByT5: A Customized Text Encoder for Accurate Visual Text Rendering" and "Glyph-ByT5-v2: A Strong Aesthetic Baseline for Accurate Multilingual Visual Text Rendering""
liyanghua/GSN
Efficient implementation of Generative Stochastic Networks
liyanghua/hao
好东西传送门
liyanghua/jubatus
Framework and Library for Distributed Online Machine Learning
liyanghua/kaggle-2014-criteo
liyanghua/lrslibrary
Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos
liyanghua/LucenePlusPlus
Lucene++ is an up to date C++ port of the popular Java Lucene library, a high-performance, full-featured text search engine.
liyanghua/mrec
liyanghua/mshadow
Matrix Shadow:Lightweight CPU/GPU Matrix and Tensor Template Library in C++/CUDA for (Deep) Machine Learning
liyanghua/nanocube
liyanghua/nupic
Numenta Platform for Intelligent Computing: a brain-inspired machine intelligence platform, and biologically accurate neural network based on cortical learning algorithms.
liyanghua/OpenDL
The Deep Learning training framework on Spark
liyanghua/parameter_server
A distributed machine learning framework.
liyanghua/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
liyanghua/Rdbn
Fast code to learn deep belief networks in R.
liyanghua/textteaser
TextTeaser is an automatic summarization algorithm.
liyanghua/thunder
Neural data analysis with the Spark cluster computing framework
liyanghua/torch7
liyanghua/video_clip
liyanghua/xhs_video_tool