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diffusion-map

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datafold-dev / datafold

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Extended Dynamic Mode Decomposition for system identification from time series data (with dictionary learning, control and streaming options). Diffusion Maps to extract geometric description from data.

machine-learning time-series data-driven scikit-learn scientific-computing dynamical-systems manifold-learning time-series-analysis dynamic-mode-decomposition extended-dynamic-mode-decomposition koopman-operator diffusion-map
  • Updated Sep 12, 2024
  • Python

nurlicht / Volumetric-3D-Stitching

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Filling the 3D 'scattering volume' by appropriately-oriented 2D scattering patterns. An analytical model suggests a numerical procedure (using Diffusion Map and the fisrt 9 non-trivial eigenvectors). The Matlab code here 1) synthesizes 2D scattering patterns; 2) Forms the Distance Matrix of mimages; and 3) retrieves the (relative) orientations u…

data-science manifold-learning 3d-reconstruction 3d-rotation single-particle diffusion-map
  • Updated Jan 21, 2024
  • Python

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