David Widmann's repositories
AdvancedMH.jl
Robust implementation for random-walk Metropolis-Hastings algorithms
AdvancedVI.jl
A library for variational Bayesian methods in Julia
Bijectors.jl
A Julia library for transforming distributions and constrained random variables
BlackBoxOptim.jl
Black-box optimization for Julia
ChainRules.jl
forward and reverse mode automatic differentiation primitives for Julia Base + StdLibs
dex-lang
Research language for array processing in the Haskell/ML family
DiffEqBase.jl
The lightweight Base library for shared types and functionality.
DiffEqCallbacks.jl
A library of useful callbacks for DiffEq solvers
DiffEqJump.jl
Build and simulate jump equations like Gillespie simulations and jump diffusions with constant and state-dependent rates
DiffEqNoiseProcess.jl
A library of noise processes for stochastic systems like stochastic differential equations (SDEs) and other systems that are present in scientific machine learning (SciML)
GLMNet.jl
Julia wrapper for fitting Lasso/ElasticNet GLM models using glmnet
home-manager
Manage a user environment using Nix [maintainer=@rycee]
InterpolatedPDFs.jl
Simple extension to Distributions.jl to incorporate interpolated PDFs
KernelFunctions.jl
Julia Package for kernel functions for machine learning
Libtask.jl
C shim for task copying in Turing
MCMCChains.jl
Chain types and utility functions for MCMC simulations
Mjolnir.jl
A little less conversation, a little more abstraction
MLJBase.jl
Core functionality for the MLJ machine learning framework
MLJScientificTypes.jl
Implementation of the MLJ scientific type convention
NaiveBayes.jl
Naive Bayes classifier
NameResolution.jl
A package for your code to understand scoping rules(including mutability of free variables).
NumericalIntegration.jl
Basic numerical integration routines for presampled data.
Pkg.jl
Pkg - Package manager for the Julia programming language
ProximalOperators.jl
Proximal operators for nonsmooth optimization in Julia
SparseDiffTools.jl
Fast jacobian computation through sparsity exploitation and matrix coloring
StochasticDelayDiffEq.jl
DiffEq solvers for stochastic delay differential equations
Turing.jl
The Turing language for probabilistic programming
TuringTutorials
Educational material and tutorials for the Turing language