S. DONG's repositories
awesome-scientific-computing
:sunglasses: Curated list of awesome software for numerical analysis and scientific computing
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
JuliaTutorials
Learn Julia via interactive tutorials!
BeautifulAlgorithms.jl
Concise and beautiful algorithms written in Julia
FLUSI
Fluid-Structure-Interaction / MHD Research Code. Relies on Fourier transforms for derivatives and the volume penalization method to include obstacles.
fnc-extras
Extra materials for *Fundamentals of Numerical Computation* by Driscoll and Braun.
JuliaAcademyMaterials
Assets and Infrastructure for JuliaAcademy.com
JuliaFEM.jl
The JuliaFEM software library is a framework that allows for the distributed processing of large Finite Element Models across clusters of computers using simple programming models. It is designed to scale up from single servers to thousands of machines, each offering local computation and storage.
Krylov.jl
A Julia Basket of Hand-Picked Krylov Methods
Python-for-Scientists
A list of recommended Python libraries, and resources, intended for scientific Python users.