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Bryan Liu's Projects

bliss icon bliss

Bayesian Light Source Separator

bnpstickbreakingsensitivity icon bnpstickbreakingsensitivity

This repo reproduces the results in our paper "Evaluating Sensitivity to the Stick-Breaking Prior in Bayesian Nonparametrics"

faststructure icon faststructure

A variational framework for inferring population structure from SNP genotype data.

multiband_pcat icon multiband_pcat

A transdimensional, Bayesian sampler using hierarchical modeling to catalog point sources in multiple passbands.

openblas icon openblas

OpenBLAS is an optimized BLAS library based on GotoBLAS2 1.13 BSD version.

pcat icon pcat

A transdimensional, hierarchical, Bayesian framework to sample from a metamodel

raoblackwellizedsgd icon raoblackwellizedsgd

A public repository for our paper, Rao-Blackwellized Stochastic Gradients for Discrete Distributions

scarlet icon scarlet

Source separation in multi-band images by Constrained Matrix Factorization

scikit-learn-sandbox icon scikit-learn-sandbox

This is a sandbox repo to test out various scikit-learn features that will be used in the development of the iterative Random Forests (iRF) implementation. It will eventually be deprecated once the implementation is complete.

vittles icon vittles

"Variational inference tools to leverage estimator sensitivity."

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