🅼 oscfar.cluster

Functions

1. 🅵 oscfar.cluster.cluster_peaks

🅵 oscfar.cluster.cluster_peaks

def cluster_peaks(peak_positions, peak_heights, n, max_e = 0.7, verbose = False):

Clusters peaks based on their positions and heights using DBSCAN.

Parameters:

• peak_positions (list or np.ndarray): Positions of the peaks.
• peak_heights (list or np.ndarray): Heights of the peaks.
• n (int): Minimum number of samples in a cluster.
• max_e (float): The maximum distance between two samples for one to be considered as in the neighborhood of the other. Defaults to 0.7.
• verbose (bool) (default: False): If True, print the number of clusters found. Defaults to False.

Returns:

• list: A list of representative peak positions, one from each cluster.