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Bob Carpenter's Projects

agrad2 icon agrad2

exploratory work on successor to stan::agrad

anno icon anno

Models, scripts, and data sets for data annotation (aka coding, aka rating)

cdi icon cdi

Models for coherent diffraction imaging (CDI)

floatingspeed icon floatingspeed

Floating-point/RAM benchmark in C vs C++ vs Fortran, including complex arithmetic

java-arithcode icon java-arithcode

A Java implementation of arithmetic coding and PPM compression.

java-sudoku icon java-sudoku

A simple Java depth-first solver for Sudoku puzzles, with algorithm explanation and examples.

posteriordb icon posteriordb

Database with posteriors of interest for Bayesian inference

prob-stats icon prob-stats

Probability and Statistics: a simulation-based introduction. An open-access book.

pyanno icon pyanno

Python package for Dawid and Skene (1979) maximum likelihood estimator for categorical data coding models.

pymc3 icon pymc3

Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano

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