Skip to content

Latest commit

 

History

History
11 lines (9 loc) · 837 Bytes

README.md

File metadata and controls

11 lines (9 loc) · 837 Bytes

CaBMI_analysis

Dependencies

To use generalized transfer entropy, follow the setup instructions in GTE_Setup.md. You may also need the newest version of Matplotlib. Other dependencies include pandas, seaborn, scikit-image, scikit-learn, networkx, python-louvain, markov-clustering

Files

  • pipeline.py: Wraps the TIFF data (specifically, coming as BIGTIFF data), uses Caiman to extract ROIs and their activity, and stores the data in HDF5 files.
  • plot_CaBMI: Scripts to plot ROI activity
  • analysis_CaBMI.py: Analysis and plotting functions to run on HDF5 files created by the pipeline.
  • utils_cabmi.py: Utility functions for the analysis scripts.
  • utils_gte.py: Utility functions for running generalized transfer entropy.