Содержание

News

Feb 2017
Oct 2016
Sep 2016
July 2016
Nov 2015

News

Feb 2017

A tutorial on the latests updates of Distributed Machine Learning is presented on AAAI 2017. you can download the slides here.

Oct 2016

LightGBM has been released. which is a fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

Sep 2016

A talk on the latest updates of DMTK is presented on GTC China. We also described the latest research work from our team, including the lightRNN(to be appeared in NIPS2016) and DC-ASGD.

July 2016

Multiverso has been upgrade to new API.Overview
Deep learning framework (torch/theano) support has been added.
Python/Lua bidding has been supported, you can using multiverso with Python/Lua.

Nov 2015

Microsoft open sources Distributed Machine Learning Toolkit for more efficient big data research, read more.

DMTK

Multiverso

Overview
Multiverso setup
Multiverso document
Multiverso API document
Multiverso applications
- Logistic Regression
- Word Embedding
- LightLDA
- Deep Learning
  - Torch
  - Theano
Multiverso binding
- lua
- python
Run in docker

LightGBM