dylewsky Goto Github PK
Name: Daniel Dylewsky
Type: User
Company: @dynamicslab
Daniel Dylewsky's Projects
cmip5_variable_table
CSV info sheet of variables in CMIP5 simulations
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
dssg2017
Blog for DSSG 2017
dynamic_basis_chaos
multires_discovery
From the paper "Dynamic mode decomposition for multiscale nonlinear physics" by Dylewsky, Tao, & Kutz
network_control
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
pytorch-timeseries
PyTorch implementations of neural networks for timeseries classification
time_delay_dmd
Dynamic Mode Decomposition (DMD) in Principal Component Trajectory Coordinates
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