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Qiwei Ye edited this page Feb 4, 2017
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- A tutorial on the latests updates of Distributed Machine Learning is presented on AAAI 2017. you can download the slides here.
- 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.
- 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.
- 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 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
- Multiverso binding
- Run in docker
LightGBM
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