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4 repositories

Generative-modelling-reading-group
Public
Jupyter Notebook
•0•6•27•0•Updated Jan 30, 2025Jan 30, 2025
MARBLE
Public
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. https://agosztolai.github.io/MARBLE/
machine-learning deep-learning data-driven recurrent-neural-networks dynamical-systems dynamical-modeling neural-data-analysis geometric-deep-learning non-linear-dynamics
Python
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MIT License
•5•28•1•0•Updated Nov 4, 2024Nov 4, 2024
RVGP
Public
A generalised Gaussian process method for learning vector fields over non-Euclidean domains. Particularly useful for EEG data analysis and to regularise vector fields using global structures.
geometry signal-processing eeg manifold gaussian-processes vector-field
HTML
•2•17•1•0•Updated Oct 28, 2024Oct 28, 2024
BCI_hackathon
Public
Python
•0•1•4•1•Updated Aug 5, 2024Aug 5, 2024