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nonlinearsolve.jl

High-performance and differentiation-enabled nonlinear solvers (Newton methods), bracketed rootfinding (bisection, Falsi), with sparsity and Newton-Krylov support.

notebooks

pluto notebooks (some disorganized mess)

offsetarrays.jl

Fortran-like arrays with arbitrary, zero or negative starting indices.

ohmyrepl.jl

Syntax highlighting and other enhancements for the Julia REPL

optim.jl

Optimization functions for Julia

orderedcollections.jl

Julia implementation of associative containers that preserve insertion order

ordinarydiffeq.jl

High performance ordinary differential equation (ODE) and differential-algebraic equation (DAE) solvers, including neural ordinary differential equations (neural ODEs) and scientific machine learning (SciML)

packagecompiler.jl

Compile your Julia Package

paddedmatrices.jl

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

paddedmatricesforwarddiff.jl

ForwardDiff.jl support for PaddedMatrices.jl.

paretosmooth.jl

An implementation of PSIS algorithms in Julia.

pdmats.jl

Uniform Interface for positive definite matrices of various structures

pincus.jl

Pincus theorem example. Solved via quasi Monte Carlo and GPU offloading.

plots.jl

Powerful convenience for Julia visualizations and data analysis

probabilitydistributions.jl

Provides log probability density functions, along with partial derivatives.

probabilitymodels.jl

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

pumastutorials.jl

Tutorials for pharmaceutical modeling and simulation with Pumas.jl

quasinewtonmethods.jl

Gradient-based numerical optimization.

recursivearraytools.jl

Tools for easily handling objects like arrays of arrays and deeper nestings in scientific machine learning (SciML) and other applications

recursivefactorization.jl

recursivetuplemath.jl

regularizedleastsquares.jl

reversediffexpressions.jl

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

reversediffexpressionsbase.jl

Base library defining methods to be extended by other libraries that wish to be supported by ReverseDiffExpressions.jl.

roots.jl

Root finding functions for Julia

rstan.jl

A wrapper to RStan. Currently only supports sampling.

scatteredarrays.jl

Provides an array-of-arrays data structure where the elements of the inner arrays are stored contiguously. This may help vectorization.

scimlbase.jl

The Base interface of the SciML ecosystem

scimlstyle

A style guide for stylish Julia developers

servicesolicitation.jl

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