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koopman-1

Learning dynamical systems from data: Koopman

koopman_continuous_spectrum

Methods for computing the spectrum of chaotic systems

koopman_operator_predictive_control

Contain the codes for the result in the paper to be published in xxx.

koopmanmpc

koopmanmpc_for_flowcontrol

A data-driven framework for control of nonlinear flows with Koopman Model Predictive Control

kronic

Koopman Reduced-Order Nonlinear Identification and Control

learning-kis

Demo implementation of Learning Koopman Invariant Subspaces for Dynamic Mode Decomposition

leetcode

LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)

leetcodeanimation

Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）

libssvd

Streaming GPU Singular Value and Dynamic Mode Decompositions (SVD and DMD)

ml_2d_turbulence

LES-ML closures for Kraichnan turbulence

modred

Modred main repository

mpi4py-examples

mpi4py examples

msml21_bayesiannode

multiscale-sampling-supplement

Code supplement for "Optimized Sampling for Multiscale Dynamics"

multiscalediscovery

mzburgers

mzprojection

Projection operator method for statistical data analysis

nonlineardynamicstextbook

Nonlinear Dynamics: A concise introduction interlaced with code

numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

ode.jl

Assorted basic Ordinary Differential Equation solvers

odmd

Python/Matlab implementation of online dynamic mode decomposition (Online DMD) and window dynamic mode decomposition (Window DMD))

optdmd

A MATLAB package for computing the optimized dynamic mode decomposition (DMD)

pde-find

pinns

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

pip-pop

Tools for managing requirements files.

practicewbcrawler

probabilistic_ml_fluids

Source code for "Probabilistic neural networks for fluid flow model-order reduction and data recovery"

pydmd

Python Dynamic Mode Decomposition

pypractice