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approxbayes.jl

Approximate Bayesian Computation (ABC) algorithms for likelihood free inference in julia

bijectors.jl

Implementation of normalising flows and constrained random variable transformations

blackboxoptim.jl

Black-box optimization for Julia

delayssatoolkit.jl

DelaySSAToolkit.jl: a tool in Julia for stochastic simulation with delays

diffeqflux.jl

Universal neural differential equations with O(1) backprop, GPUs, and stiff+non-stiff DE solvers, demonstrating scientific machine learning (SciML) and physics-informed machine learning methods

diffeqjump.jl

Build and simulate jump equations like Gillespie simulations and jump diffusions with constant and state-dependent rates and mix with differential equations and scientific machine learning (SciML)

diffeqsensitivity.jl

A component of the DiffEq ecosystem for enabling sensitivity analysis for scientific machine learning (SciML). Optimize-then-discretize, discretize-then-optimize, and more for ODEs, SDEs, DDEs, DAEs, etc.

dynare

This project has moved to https://git.dynare.org/Dynare/dynare

finitestateprojection.jl

Finite State Projection algorithms for chemical reaction networks

forwarddiffchainrules.jl

invertiblenetworks.jl

A Julia framework for invertible neural networks

juliatemplate

Template from DrWatson

leetcode.jl

A community driven project to provide solutions for LeetCode problems in the Julia programming language.

linearnoiseapproximation.jl

This package provides a numerical method of applying linear noise approximation (LNA) to a given reaction system

lux.jl

Explicitly Parameterized Neural Networks in Julia

momentclosure.jl

Moment closure package

neuraloperators.jl

learning the solution operator for partial differential equations in pure Julia.

numcme.jl

Direct solution of the Chemical Master Equation in Julia.

optimization.jl

Local, global, and beyond optimization for scientific machine learning (SciML)

rnainferencetool.jl

A Julia code repo for the RNA inference paper

splatter-paper

Data and analysis for the Splatter paper

surveyofpdepackages

Survey of the packages of the Julia ecosystem for solving partial differential equations

switchdyn-changepoints-parameters-identification

test_webpage

✨ Build a beautiful and simple website in literally minutes. Demo at https://beautifuljekyll.com

turing-workshop

Workshop of Bayesian Statistics using Julia and Turing

turing.jl

Bayesian inference with probabilistic programming.

xiaomingfu2013

Config files for my GitHub profile.