xiaohuiyan

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http://xiaohuiyan.github.io

Xiaohui Yan's repositories

BTM

Code for Biterm Topic Model (published in WWW 2013)

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OnlineBTM

Code for Online Biterm Topic Model (published in TKDE2014)

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BurstyBTM

Code for Bursty Biterm Topic Model (published in AAAI2015)

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xiaohuiyan.github.io

technique blog

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DeFacto

A basic CRF based implementation. Has the ability to perform SumProduct BP over linear-chain CRF, and training using LBFGS.

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easeml

scala library for machine learning

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bert

TensorFlow code and pre-trained models for BERT

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BIDMach

CPU and GPU-accelerated Machine Learning Library

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BigDL

BigDL: Distributed Deep learning Library for Apache Spark

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glint

Glint: High performance scala parameter server

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HiBench

HiBench is a big data benchmark suite.

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scikit-learn-book

Source code for the "Learning scikit-learn: Machine Learning in Python"

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xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow

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