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Yingbo Li's Projects

bayesmdl icon bayesmdl

A Bayesian Multiple Changepoint Detection Approach Using Minimum Description Lengths (MDL)

kfab2021 icon kfab2021

A cooking and statistics blog, continue to be awesome in 2021+

logisticvb icon logisticvb

Variational inference for Bayesian logistic regression

ml-from-scratch icon ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

pymer4 icon pymer4

All the convenience of lme4 in python

xgboost icon 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, Dask, Flink and DataFlow

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