Microsoft Distributed Machine Learning Toolkit

dmtk lightgbm machine-learning microsoft multiverso

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README.md

DMTK

Distributed Machine Learning Toolkit http://www.dmtk.io Please open issues in the project below. For any technical support email to dmtk@microsoft.com

DMTK includes the following projects:

DMTK framework(Multiverso): The parameter server framework for distributed machine learning.
LightLDA: Scalable, fast and lightweight system for large-scale topic modeling.
Distributed word embedding: Distributed algorithm for word embedding.
Distributed skipgram mixture: Distributed algorithm for multi-sense word embedding.

Updates

2016-07-05

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.

Microsoft Open Source Code of Conduct

This project has adopted the Microsoft Open Source Code of Conduct. For more information see the Code of Conduct FAQ or contact opencode@microsoft.com with any additional questions or comments.