Pinned Repositories
admm
ADMM on Apache Spark
ADMM-Spark
Implementation of ADMM algorithm on Apache Spark
breeze
Breeze is a numerical processing library for Scala.
CambridgeMathematicsPartIII
CourseraMachineLearning
Stanford's open course by Andrew Ng
CTR-estimator
LR and FM (with sgd or ftrl) model
deepdist
Lightning-Fast Deep Learning on Spark
DeepLearningTutorials
Deep Learning Tutorial notes and code. See the wiki for more info.
dgbrt
Distributed Gradient Boosted Regression Trees
Leetcode
this is my leetcode source code
alexchao2012's Repositories
alexchao2012/breeze
Breeze is a numerical processing library for Scala.
alexchao2012/CTR-estimator
LR and FM (with sgd or ftrl) model
alexchao2012/DeepLearningTutorials
Deep Learning Tutorial notes and code. See the wiki for more info.
alexchao2012/DistML
DistML provide a supplement to mllib to support model-parallel on Spark
alexchao2012/factorie
FACTORIE is a toolkit for deployable probabilistic modeling, implemented as a software library in Scala. It provides its users with a succinct language for creating relational factor graphs, estimating parameters and performing inference.
alexchao2012/fb.resnet.torch
Torch implementation of ResNet from http://arxiv.org/abs/1512.03385 and training scripts
alexchao2012/flow
Adds static typing to JavaScript to improve developer productivity and code quality.
alexchao2012/glint
Glint: High performance scala parameter server
alexchao2012/graphchi
Automatically exported from code.google.com/p/graphchi
alexchao2012/Kaggler
Code for Kaggle Data Science Competitions
alexchao2012/LIBBLE-Spark
alexchao2012/libfm
Library for factorization machines
alexchao2012/lightlda
Scalable, fast, and lightweight system for large-scale topic modeling
alexchao2012/modelmatrix
Sparse feature extraction with Spark
alexchao2012/myrrix-recommender
Automatically exported from code.google.com/p/myrrix-recommender
alexchao2012/NewsRec
rank
alexchao2012/ps-lite
A lightweight parameter server interface
alexchao2012/scalalab
ScalaLab: Efficient MATLAB like scientific computing for the Java platform
alexchao2012/simhash
中文文档simhash值计算
alexchao2012/spark
Mirror of Apache Spark
alexchao2012/spark-FM-parallelSGD
Implementation of Factorization Machines on Spark using parallel stochastic gradient descent (python and scala)
alexchao2012/spark-libFM
An implement of Factorization Machines (LibFM)
alexchao2012/spark-MDLP-discretization
Spark implementation of Fayyad's discretizer based on Minimum Description Length Principle (MDLP)
alexchao2012/SparkInternals
Notes talking about the design and implementation of Apache Spark
alexchao2012/sparkling-water
Sparkling Water provides H2O functionality inside Spark cluster
alexchao2012/streamDM
Stream Data Mining Library for Spark Streaming
alexchao2012/trace-analysis
Scripts to analyze Spark's performance
alexchao2012/vowpal_wabbit
Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.
alexchao2012/xgboost
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, C++ and more
alexchao2012/zen
Zen aims to provide the largest scale and the most efficient machine learning platform on top of Spark, including but not limited to logistic regression, latent dirichilet allocation, factorization machines and DNN.