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dynamic-mode-decomposition

Here are 8 public repositories matching this topic...

dineshresearch / Lanedetection

Lane detection for autonomous car using Dynamic mode decomposition

matlab autonomous-car lane-finding autonomous-driving autonomous-vehicles lane-detection lane-lines-detection dynamic-mode-decomposition

Updated Mar 11, 2018
MATLAB

khushant2001 / Data_driven_control

Using data driven numerical methods to perform system identification, model reduction, and design controllers.

singular-value-decomposition dynamic-mode-decomposition sindy-algorithm eigenanalysis-realization-algorithm

Updated May 10, 2024
MATLAB

ebj220 / data-analysis

Contains code and detailed write ups created while taking a class on Data Driven Modeling & Scientific Computation with Professor Nathan Kutz.

machine-learning fourier-analysis principle-component-analysis singular-value-decomposition gabor-filters dynamic-mode-decomposition

Updated Mar 20, 2021
MATLAB

ronwilson016 / Data-Science-Projects

This repository stores my personal projects related to data science studies.

machine-learning deep-learning model-selection supervised-learning gaussian-mixture-models image-classification feedforward-neural-network unsupervised-learning support-vector-machines data-clustering sparse-regression principal-component-analysis neural-nets lstm-neural-networks fourier-transform singular-value-decomposition gabor-filters dynamic-mode-decomposition time-frequency-analysis model-discovery

Updated Jul 16, 2020
MATLAB

MSU-dcypherlab / Incremental-DMD-for-EEG-Data

An Incremental Approach to Online Dynamic Mode Decomposition for Time-Varying Systems with Applications to EEG Data Modeling

dynamic-mode-decomposition data-driven-dynamics time-varying-systems incremental-algorithms

Updated Aug 2, 2019
MATLAB

nassircassamo / IODMD_SOWFA

This repository contains all the work developed in the context of the Master Thesis dissertation entitled Model Predictive Control for Wake Steering: a Koopman Dynamic Mode Decomposition Approach. The repository includes all developed documentation (dissertation, extended abstract, poster and presentation) source code (MATLAB script and function…

thesis model-predictive-control dynamic-mode-decomposition wind-farm-control wind-farms sowfa koopman-operator

Updated Jul 17, 2022
MATLAB

hanyoseob / matlab-DMD

Dynamic Mode Decomposition (DMD)

dimensionality-reduction matlab-implementations dynamic-mode-decomposition

Updated Dec 2, 2021
MATLAB

jbramburger / Data-Science-Methods

This repository contains lecture notes and codes for the course "Computational Methods for Data Science"

education matlab data-analysis spectrogram fourier-series lecture-notes principal-component-analysis image-denoising linear-discriminant-analysis singular-value-decomposition independent-component-analysis dynamic-mode-decomposition time-frequency-analysis delay-coordinates

Updated Mar 18, 2021
MATLAB

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