Pinned Repositories
BayesianLinearRegression.jl
A Julia implementation of Bayesian linear regression using marginal likelihood for hyperparameter optimization, as presented in Chris Bishop's book.
fastbayes
A Haskell library for Bayesian modeling algorithms that are fast(er than general-purpose sampling).
KeywordCalls.jl
KeywordCalls makes it easy to define a method taking a NamedTuple considered as a an unordered collection of bound variables. The required redirection is done at compile time, so there's no runtime overhead.
NestedTuples.jl
passage
Passage is a PArallel SAmpler GEnerator. The user specifies a hierarchical Bayesian model and data using the Passage EDSL, and Passage generates code to sample the posterior distribution in parallel.
Soss.jl
Probabilistic programming via source rewriting
SossMLJ.jl
SossMLJ makes it easy to build MLJ machines from user-defined models from the Soss probabilistic programming language
Tilde.jl
WIP successor to Soss.jl
TupleVectors.jl
MeasureTheory.jl
"Distributions" that might not add to one.
cscherrer's Repositories
cscherrer/Soss.jl
Probabilistic programming via source rewriting
cscherrer/Tilde.jl
WIP successor to Soss.jl
cscherrer/KeywordCalls.jl
KeywordCalls makes it easy to define a method taking a NamedTuple considered as a an unordered collection of bound variables. The required redirection is done at compile time, so there's no runtime overhead.
cscherrer/NestedTuples.jl
cscherrer/TupleVectors.jl
cscherrer/SampleChainsDynamicHMC.jl
cscherrer/bayes-linreg
cscherrer/ConstantRNGs.jl
A constant RNG, for cases when you need high efficiency and don't care about randomness
cscherrer/SampleChains.jl
cscherrer/Effectful.jl
cscherrer/Accessors.jl
Update immutable data
cscherrer/DataTypesBasic.jl
Option, Try, Either, and some more common basic DataTypes
cscherrer/effing-mad
Algebraic effects for Rust
cscherrer/ExtensibleEffects.jl
Implementing extensible effects in Julia
cscherrer/FillArrays.jl
Julia package for lazily representing matrices filled with a single entry
cscherrer/GLM.jl
Generalized linear models in Julia
cscherrer/julia
The Julia Language: A fresh approach to technical computing.
cscherrer/LogExpFunctions.jl
Julia package for various special functions based on `log` and `exp`.
cscherrer/MeasureFamilies.jl
cscherrer/Pathfinder.jl
Preheat your MCMC
cscherrer/prime-sieve
cscherrer/RxInfer.jl
Julia package for automated Bayesian inference on a factor graph with reactive message passing
cscherrer/Static.jl
Static types useful for dispatch and generated functions.
cscherrer/StaticFloats.jl
cscherrer/Transducers.jl
Efficient transducers for Julia
cscherrer/TransformVariables.jl
Transformations to contrained variables from ℝⁿ.
cscherrer/TypeClasses.jl
Monoid, Functor, Applicative, Monad and more
cscherrer/Umlaut.jl
The Code Tracer
cscherrer/Yota.jl
Reverse-mode automatic differentiation in Julia
cscherrer/ZigZagBoomerang.jl
Sleek implementations of the ZigZag, Boomerang and other assorted piecewise deterministic Markov processes for Markov Chain Monte Carlo