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taifeng1205 edited this page Oct 20, 2016
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- 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