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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

display-advertising-challenge

Criteo/Kaggle Competition of CTR prediction

distml

DistML provide a supplement to mllib to support model-parallel on Spark

dml

D's Machine Learning is a machine learning toolkit for python,focus on rightness but efficiency

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.

fb.resnet.torch

Torch implementation of ResNet from http://arxiv.org/abs/1512.03385 and training scripts

flow

Adds static typing to JavaScript to improve developer productivity and code quality.

fm_ftrl

Hashed Factorization Machine with Follow The Regularized Leader for Kaggle Avazu Click-Through Rate Competition

ftrl_proximal_lr

Multithreaded Asynchronous FTRL Proximal Implementation

fully-automatic-cross-association

Automatically exported from code.google.com/p/fully-automatic-cross-association

gbdt

glint

Glint: High performance scala parameter server

graphchi

Automatically exported from code.google.com/p/graphchi

implicit-mf

Implicit matrix factorization as outlined in http://labs.yahoo.com/files/HuKorenVolinsky-ICDM08.pdf.

kaggle-avazu

kaggle-avazu-1

Code for the 3rd place finish for Avazu Click-Through Rate Prediction

kaggle-avito

Winning solution to the Avito CTR competition

kaggler

Code for Kaggle Data Science Competitions

lazy-linalg

A package full of linear algebra operators for Apache Spark MLlib's linalg package

learning-spark

Example code from Learning Spark book

leetcode

this is my leetcode source code

libble-spark