PyDMD - A Python Package for Dynamic Mode Decomposition

PyDMD - A Python Package for Dynamic Mode Decomposition

Steve Brunton via YouTube Direct link

-- Why do we build mathematical models?

2 of 11

2 of 11

-- Why do we build mathematical models?

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PyDMD - A Python Package for Dynamic Mode Decomposition

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  1. 1 -- Intro and video overview
  2. 2 -- Why do we build mathematical models?
  3. 3 -- Dynamic Mode Decomposition DMD
  4. 4 -- Introduction to PyDMD
  5. 5 -- PyDMD installation
  6. 6 -- Building the toy data set
  7. 7 -- Building and fitting basic PyDMD models
  8. 8 -- Accessing and understanding core model attributes
  9. 9 -- Data reconstruction
  10. 10 -- Model summary plotting
  11. 11 -- Building more complex PyDMD models

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