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18330

18.330 Introduction to Numerical Analysis

abc-dynamo_ftle

Companion code for the paper 'Floquet stability and Lagrangian statistics of a non-linear time-dependent ABC dynamo' by C. S. Skene and S. M. Tobias (in review 2023).

annotated_latex_equations

Examples of how to create colorful, annotated equations in Latex using Tikz.

asymptotics-perturbation-methods

baroclinic-instability

chaostools.jl

Tools for the exploration of chaos and nonlinear dynamics

climate_learn

Deep learning for climate modeling.

cmathtuts

trying to collect all useful tutorials for famous C math and algebra libraries such as CBLAS, CLAPACK, GSL...

code

Source code for the General Ocean Turbulence Model

cookbook-2nd

IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018

coral

Parallel spectral solver for partial differential equations in the plane layer geometry.

course2020

dagger.jl

A framework for out-of-core and parallel execution

dedalus

A flexible framework for solving PDEs with modern spectral methods.

dedalus-eigenvectors

dedalus_code

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

differentialequations.jl

Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components

diffusion.jl

Julia-MPI solution of a two-dimensional diffusion equation

dynamicalsystems.jl

Award winning software library for nonlinear dynamics

erudite-vim

A neovim config for the curious.

eulers-equation-spectral

Matlab code to solve 3D Euler's Equation (Fluid Dynamics) using spectral methods (Fourier series for x and z directions, and Chebyshev Polynomials in y direction). Fractional step finite difference time-stepping scheme.

feastsolver.jl

FEAST eigensolver implementation in Julia

fourierflows.jl

Tools for building fast, hackable, pseudospectral partial differential equation solvers on periodic domains

genericarpack.jl

A pure Julia translation of the Arpack library for eigenvalues and eigenvectors but for any numeric types. (Symmetric only right now)

geometricmultigrid.jl

High speed Geometric Multigrid in pure Julia

geophysicalflows.jl

Geophysical fluid dynamics pseudospectral solvers with Julia and FourierFlows.jl.

hdf5.jl

Save and load data in the HDF5 file format from Julia

incompressiblenavierstokes.jl

Incompressible Navier-Stokes solver