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CaMAP — Calcium imaging mapping and analysis pipeline

Project description

CaMAP

Tests PyPI License: AGPL-3.0

Calcium imaging mapping and analysis pipeline. Extracts neural events from calcium traces, aligns them with animal behavior, and computes spatial tuning metrics including rate maps, spatial information, stability, and place-cell classification.

Alpha-stage in 0.x — APIs may change between minor releases.

Install

pip install camap

oasis-deconv is required for the deconvolution step; see Installation for the recommended install path.

Minimum example

from camap.dataset import BaseCaMAPDataset

ds = BaseCaMAPDataset.from_yaml("config.yaml", "data_paths.yaml")
ds.load()
ds.preprocess_behavior()
ds.deconvolve()
ds.match_events()
ds.compute_occupancy()
ds.analyze_units()
ds.save_bundle("output/session_name")

Documentation

License

AGPL-3.0. See LICENSE.

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