chriselrod/ProbabilityDistributions.jl

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MIT License
Created over 5 years ago
Updated almost 4 years ago

chriselrod/ProbabilityDistributions.jl

chriselrod

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Provides log probability density functions, along with partial derivatives.

SIMDPirates.jl

Pirating base type NTuple{N,Core.VecElement{T}} -- although base methods are NOT overloaded -- and plundering the great work of eschnett's SIMD.jl

PaddedMatrices.jl

This library provides arrays with columns padded to be a multiple of SIMD-vector width.

ProbabilityModels.jl

Probability models with `y ~ Normal(mu, sigma)` style syntax and reverse mode AD for gradients; WIP. Prioritizes runtime performance.

AppleAccelerateLinAlgWrapper.jl

Simple experimental wrapper of small number of Apple Accelerate linear algebra routines using libblastrampoline. Largely used for benchmarking routines using the Apple M1's matrix instructions.

TriangularMatrices.jl

Support for static symmetric and triangular matrix operations.

StableMap.jl

StaticFFTs.jl

Statically sized FFTs for objects of size known at compile time.

RecursiveTupleMath.jl

SLEEFwrap.jl

Wrapper of SLEEF (SIMD Library for Evaluating Elementary Functions, vectorized libm).

AsymptoticPosteriors.jl

Asymptotic approximations to posterior distributions.

JuliaFormatterDaemonMode.jl

JuliaFormatter.jl + DaemonMode.jl

StructuredMatrices.jl

Provides support for structured matrices. My primary interest right now is in diagonal representations of triangular and symmetric matrices.

MatrixExp

ReverseDiffExpressions.jl

Library facilitating source to source reverse diff on Julia expressions; focus on probability distributions.

xsimdwrap.jl

Wraps Xsimd math functions.

ElrodConfig.jl

Some startup.jl contents

BoxOptNewton.jl

QuasiNewtonMethods.jl

Gradient-based numerical optimization.

LinearProgramDebugging.jl

Personal library for debugging issues related to building and solving linear programs

MCMCChainSummaries.jl

Summarize MCMC Chains.

ServiceSolicitation.jl

Politely ask other threads to do a little work, if they aren't too busy.

JointPosteriors.jl

Package for high performance calculation of joint and marginal posterior distributions.

InplaceDHMC.jl

Library heavily integrated with ProbabilityModels.jl, providing a low-allocation Dynamic Hamiltonian Monte Carlo sampler.