LightLDA: Scalable, fast and lightweight system for large-scale topic modeling.
LightGBM: LightGBM 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 tutorial on the latests updates of Distributed Machine Learning is presented on AAAI 2017. you can download the slides here.
2016-11-21
Multiverso has been officially used in Microsoft CNTK to power its ASGD parallel training.
2016-10-17
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.
2016-09-12
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.
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