agosztolai
Group leader at the Institute of Artificial Intelligence at the Medical University of Vienna
Medical University of ViennaVienna
Pinned Repositories
agosztolai.github.io
ChemotaxisInRuggedLandscapes
Bacterial chemotaxis based on run-and-tumble motion in rugged chemoattractant landscapes
DE_library
Library of ODEs and corresponding solvers
geometric_clustering
Graph clustering based on dynamic Ollivier-Ricci curvature.
graph_library
Generator of classic datasets and graphs
LiftPose3D
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. https://agosztolai.github.io/MARBLE/
optimal_navigation
Optimal navigation (ON) model - numerical implementation
RVGP
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.
DeepLabCut
Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans
agosztolai's Repositories
agosztolai/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. https://agosztolai.github.io/MARBLE/
agosztolai/RVGP
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.
agosztolai/geometric_clustering
Graph clustering based on dynamic Ollivier-Ricci curvature.
agosztolai/graph_library
Generator of classic datasets and graphs
agosztolai/agosztolai.github.io
agosztolai/DE_library
Library of ODEs and corresponding solvers
agosztolai/LiftPose3D
agosztolai/ChemotaxisInRuggedLandscapes
Bacterial chemotaxis based on run-and-tumble motion in rugged chemoattractant landscapes
agosztolai/optimal_navigation
Optimal navigation (ON) model - numerical implementation