GitHub / Dynamics-of-Neural-Systems-Lab / MARBLE
Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portrait features. Includes specific example on dynamical systems, synthetic- and real neural datasets.
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Stars: 58
Forks: 6
Open issues: 0
License: mit
Language: Python
Size: 217 MB
Dependencies parsed at: Pending
Created at: over 3 years ago
Updated at: about 2 months ago
Pushed at: 3 months ago
Last synced at: about 2 months ago
Topics: data-driven, deep-learning, dynamical-modeling, dynamical-systems, geometric-deep-learning, machine-learning, neural-data-analysis, non-linear-dynamics, recurrent-neural-networks