CNevd

Difacto_DMLC

Distributed FM and LR based on Parameter Server with Ftrl

libffm-ftrl

libffm with ftrl updater

DeepLearning-MXNet

MXNet for CTR

FM_DMLC

Distributed FM and LR based on Rabit with Lbfgs

Parallel-GBDT

Parallel Gradient Boosting Decision Trees

DiFacto2_ffm

Distributed Fieldaware Factorization Machines based on Parameter Server

DiFacto

Distributed Factorization Machines and LR with ps-lite

Simple-FTRL

A Simple FTRL implement for Kaggle CTR

SVDFeature_DMLC

SVDFeature with parameter server for recommendation

xgboost

rtb-papers

A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.

xgboost-predictor-java

Pure Java implementation of Xgboost predictor for online prediction tasks.

CNevd.github.io

datasets

dataset used in git repositories

ML-exercise

NG machine learning exercise

caffe

Caffe: a fast open framework for deep learning.

cxxnet

fast, concise, distributed deep learning framework

darknet

Convolutional Neural Networks

deep-ctr

An attempt of training DNN models to predict ad click-through rate, implemented with Theano.

DeepInterestNetwork

em

free-data-science-books

Free resources for learning data science

ftrl_proximal_lr

Multithreaded Asynchronous FTRL Proximal Implementation

ICPCUDA

Super fast implementation of ICP in CUDA for compute capable devices 2.0 or higher

incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

Lassen

ORB_SLAM

A Versatile and Accurate Monocular SLAM

ps-lite

A light parameter server interface

twitter-sent-dnn

Deep Neural Network for Sentiment Analysis on Twitter

xgbfi

XGBoost Feature Interactions & Importance