Features Module
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The ``features`` module provides comprehensive tools for extracting, processing, and analyzing electrophysiological features from neural recordings.

Module Overview
--------------------------------

This module includes:
* Feature extraction from AP (action potential) and LF (local field potential) bands
* Current source density (CSD) computation
* Spike detection and waveform analysis
* Feature denoising using total variation filters
* Data validation using Pandera schemas
* Transformer classes for scikit-learn compatibility

Core Functions
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Feature Computation
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Data Classes
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Transformers
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Configuration
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