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corticalfields


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Author: None
License: MIT
Summary: Spectral cortical and subcortical analysis with statistical testing (RSA, CCA, PLS, PERMANOVA, TFCE, NBS, laterality classification), on meshes and point clouds — Laplace-Beltrami decomposition, atlas-free asymmetry, GPU-accelerated optimal transport, hippocampal subfield analysis (HippUnfold), ShapeDNA/BrainPrint spectral fingerprinting, geometric deep learning, Bayesian inference, and normative modeling for structural neuroimaging.
Latest version: 0.2.7
Required dependencies: gpytorch | joblib | matplotlib | nibabel | numpy | pandas | pyvista | scikit-sparse | scipy | torch | tqdm | trimesh
Optional dependencies: arviz | bambi | blackjax | brainspace | corticalfields | cupy-cuda13x | geometric-kernels | geomloss | igraph | jax | lapy | neuromaps | numpyro | nutpie | open3d | pandas | pgmpy | pot | potpourri3d | preliz | pycpd | pymc | pymc-extras | pytest | pytest-cov | robust-laplacian | ruff | seaborn | surfplot | torch-geometric

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