luiarthur/TuringBnpBenchmarks

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Created over 4 years ago
Updated almost 2 years ago

luiarthur/TuringBnpBenchmarks

luiarthur

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Benchmarks of Bayesian Nonparametric models in Turing and other PPLs

ORFpy

Online Random Forests (Saffari) for Python

ORF-saffari

My implementation of Online Random Forest by Saffari

statorial

Tutorials for implementing statistical algorithms

rcommon

R functions that I use commonly

padawan

dlmPython

DLMs in Python see West & Harrison 1997

auxGibbs

Auxilliary Gibbs (Neal Algorithm 8) for Dirichlet Process

R_Functions

R functions written by me (unless otherwise indicated in script)

GLM_AMS274

Generalized Linear Models Course Notes and Assignments @ UCSC

Jupyter Notebook

progSpeedCompare

Compare speed of Go, C, C++, Scala, Python for standard statistics algorithms

beamer-metro-template

Latex beamer Metropolis template for presentations.

SurvivalScala

Survival Analysis in Scala

music_nb

a music notebook

byuHW

All assignments from BYU Statistics MS

BayesLM.jl

My Bayesian implementations of typical stats functions from R, written in julia.

advi

My implementation of black box variational inference using pytorch's auto differentiation.

latex-manuscript-template

Template for LaTeX manuscripts.

TestSuite.jl

My little Test Suite for Julia

CytofPy

Implementation of Cytof model using Automatic Differentiation Variational Inference (ADVI) and PyTorch

dlmScala

bnp_hw

Bayesian Nonparametrics assignments at UC - Santa Cruz

ghpage-template

My default GitHub Page

rBreezeTest

Testing rscala package with Breeze

survival_AMS276

FinancialMath.jl

My financial math stuff.

repl.vim

Launching REPL from VIM/NeoVIM

Fall2014

Fall2014 Homework

cytof5

Cytof Model Implementation 5

dpmm

Dirichlet process mixture models in different languages

luiarthur.github.io

My personal website