File isi.py has 299 lines of code (exceeds 250 allowed). Consider refactoring.

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"""Features that are depending on the inter-spike intervals."""
from __future__ import annotations
import logging
from typing_extensions import deprecated
import warnings

Function initburst_sahp has a Cognitive Complexity of 16 (exceeds 5 allowed). Consider refactoring.

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def initburst_sahp() -> np.ndarray | None:
    """SlowAHP voltage after initial burst."""
    # Required cpp features
    voltage = get_cpp_feature("voltage")
    time = get_cpp_feature("time")

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Function burst_ISI_indices has a Cognitive Complexity of 9 (exceeds 5 allowed). Consider refactoring.

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def burst_ISI_indices() -> np.ndarray | None:
    """Calculate burst ISI indices based on burst factor and ISI values."""
    # Fetching necessary data
    isi_values = ISI_values()
    if isi_values is None:

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Function _isi_log_slope_core has 5 arguments (exceeds 4 allowed). Consider refactoring.

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def _isi_log_slope_core(

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        return None

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            return None

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        return np.array([slow_ahp])