semvec/pypi-packages huggingface dataset:
vertex-FC 0.1.1.post1
fMRI functional connectivity toolkit with GPU acceleration using torch
License: MIT
Requires Python: >=3.8
Keywords: fMRI, functional connectivity, GPU, XLA, torch

# VERTEX: Accelerated fMRI Functional Connectivity Tools
VERTEX is a a python for functional connectivity analysis at the voxel / vertex level that utilizes pytorch for GPU speed ups and scipy sparse matrices for memory savings.

# Tools:
	[] list tools: vFC tools
	[] clustering methods:
		[] PM: infomaps - for individual parcellations
		[] PM: with other clustering techniques
		[] PM: integrate with Sparse-Low Rank Clustering


# Acceleration Effects:
Comparisons are with `wb_command` package (~~version~~):

### Time Speed Up
	[] Creating dconns:
	[] Creating sparse dconns:
	[] Dconn comparisons

### Memory Savings
	[] Creating dconns
	[] Sparse dconns
	[] Dconn comparisons

### Storage Savings
	[] Sparse dconns
	[] Dconn comparisons