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1d-diffusion_equation

1d-poission-nernst-planck

checker

Scala command line checklist checker

dassl.jl

Solves stiff differential algebraic equations (DAE) using variable stepsize backwards finite difference formula (BDF)

deepbsde

Deep BSDE solver in TensorFlow

diffeqgpu.jl

GPU-acceleration routines for DifferentialEquations.jl and the broader SciML scientific machine learning ecosystem

diffeqoperators.jl

Linear operators for discretizations of differential equations and scientific machine learning (SciML)

digitaldesignexamtask

fbsnns

Forward-Backward Stochastic Neural Networks: Deep Learning of High-dimensional Partial Differential Equations

flamegraph

Stack trace visualizer

flux.jl

Relax! Flux is the ML library that doesn't make you tensor

julia-on-colab

Notebook for running Julia on Google Colab

kirillzubov.github.io

metropolis

modelingtoolkit.jl

A modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics for physics-informed machine learning and automated transformations of differential equations

neuraloperators.jl

Operator learning in Julia.

neuralpde.jl

Physics-Informed Neural Networks (PINN) and Deep BSDE Solvers of Differential Equations for Scientific Machine Learning (SciML) accelerated simulation

odenetsolver

optimization.jl

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

organizer

pino_model

saved trained neural operator models

pomdps.jl

MDPs and POMDPs in Julia - An interface for defining, solving, and simulating fully and partially observable Markov decision processes on discrete and continuous spaces.

possionequationsover

profilesvg.jl

Write flame graphs to SVG format and explore them interactively in Jupyter, Pluto, etc.

quasimontecarlo.jl

Lightweight and easy generation of quasi-Monte Carlo sequences with a ton of different methods on one API for easy parameter exploration in scientific machine learning (SciML)

scimlbase.jl

The Base interface of the SciML ecosystem

scimlbenchmarks.jl

Benchmarks for scientific machine learning (SciML) software and differential equation solvers

sdesolver

stochasticdiffeq.jl

DiffEq solvers for stochastic differential equations

symbolics.jl

A fast and modern CAS for a fast and modern language.