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adios2.jl-tutorial-translation

arrayinterface.jl

Designs for new Base array interface primitives, used widely through scientific machine learning (SciML) and other organizations

attempto_scala

autooptimize.jl

Automatic optimization and parallelization for Scientific Machine Learning (SciML)

bigdata-exercises

Exercises for the Big Data lecture at ETH Zurich (Fall 2021)

catalyst.jl

Chemical reaction network and systems biology interface for scientific machine learning (SciML). High performance, GPU-parallelized, and O(1) solvers in open source software

coursework

cses_problem_set

Solutions to the problems in the CSES book

datadrivendiffeq.jl

A simple package for data driven modeling of dynamical systems

dataweaver.jl

diffeqbayes.jl

Extension functionality which uses Stan.jl, DynamicHMC.jl, and Turing.jl to estimate the parameters to differential equations and perform Bayesian probabilistic scientific machine learning

diffeqdevdocs.jl

Developer documentation for the SciML scientific machine learning ecosystem's differential equation solvers

diffeqdocs.jl

Documentation for the DiffEq differential equations and scientific machine learning (SciML) ecosystem

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

diffeqoperators.jl

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

diffeqparamestim.jl

Easy scientific machine learning (SciML) parameter estimation with pre-built loss functions

differentialequations.jl

Multi-language suite for high-performance solvers of differential equations

fluxopttools.jl

Use Optim to train Flux models and visualize loss landscapes

fsv

galacticoptim.jl

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

globalsensitivity.jl

gsod

SciPy project (Google Season of Docs)

julia

The Julia Programming Language

keras-tuner

Hyperparameter tuning for humans

lisa

misc

Minor problems and solutions

mljsynthesis.jl

mljtuning.jl

Hyperparameter optimization algorithms for use in the MLJ machine learning framework

modelingtoolkit.jl

A modeling framework for automatically parallelized scientific computing in Julia

nbodysimulator.jl

A differentiable simulator for scientific machine learning (SciML) with N-body problems, including astrophysical and molecular dynamics