onelharrison

from collections import Counter
import math

def knn(data, query, k, distance_fn, choice_fn):
    neighbor_distances_and_indices = []
    
    # 3. For each example in the data
    for index, example in enumerate(data):
        # 3.1 Calculate the distance between the query example and the current
        # example from the data.