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Solver for two-dimensional conservation equations using the finite volume method in Julia.
Yet Another XArray-like Julia package
Nonlinear Dynamics: A concise introduction interlaced with code
Solving differential equations in parallel with Julia
Learning materials for GPU programming in Julia.
🌊 Julia software for fast, friendly, flexible, ocean-flavored fluid dynamics on CPUs and GPUs
A Julia package for representing infinite-dimensional arrays
Various implementations of the classical SIR model in Julia
Material for a full course on applied nonlinear dynamics, nonlinear timeseries analysis, and complex systems, in Julia
Easy, standardised parameter get/set for heterogeneous or nested immutable models.
Named dimensions and indexing for julia arrays and other data
Simple tools for drawing raster images, points, lines and polygons in Makie.jl.
💨 A breath of fresh air for programming web apps in Julia
LinearSolve.jl: High-Performance Unified Interface for Linear Solvers in Julia. Easily switch between factorization and Krylov methods, add preconditioners, and all in one interface.
Efficient and type-stable physical quantities in Julia
Fast sequential, threaded, and distributed for-loops for Julia—fold for humans™
Approximate Bayesian Computation (ABC) with differential evolution (de) moves and model evidence (Z) estimates.
A generic, simple and fast implementation of Deepmind's AlphaZero algorithm.
An algebraic modeling and automatic differentiation tool in Julia Language, specialized for SIMD abstraction of nonlinear programs.
BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.
A differentiable simulator for scientific machine learning (SciML) with N-body problems, including astrophysical and molecular dynamics
18.S096 - Applications of Scientific Machine Learning
mitmath / 18337
Forked from SciML/SciMLBook18.337 - Parallel Computing and Scientific Machine Learning