Discover @dylewsky Open Source projects

Daniel Dylewsky (@dylewsky)

dylewsky

Stars
129
Global Rank 172,474 (Top 6 %)
Followers 63
Registered about 8 years ago
Most used languages

MATLAB
60.0 %

Python
20.0 %

Jupyter Notebook
20.0 %
Location 🇺🇸 United States
Country Total Rank 39,938
Country Ranking

MATLAB
1,256

Jupyter Notebook
1,465

Data_Driven_Science_Python_Demos

IPython notebooks with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control" by J. Nathan Kutz and Steven L. Brunton

Jupyter Notebook

MultiRes_Discovery

From the paper "Dynamic mode decomposition for multiscale nonlinear physics" by Dylewsky, Tao, & Kutz

Time_Delay_DMD

Dynamic Mode Decomposition (DMD) in Principal Component Trajectory Coordinates

Dynamic_Basis_Chaos

phase_transition_EWS

Neural network model for identifying early warning signs of critical phenomena indicating the onset of a phase transition in 2D spatiotemporal systems