X-Git-Url: https://wannabe.guru.org/gitweb/?a=blobdiff_plain;f=math_utils.py;h=dec34f049aa0382823768c53efc2060ae8c69409;hb=068d71327bf6ec8618cd70a6d3fce5d075503cae;hp=3a672da1caf406d3a842ae46923a88063743dbbd;hpb=699219341e92365b7aa2f84df0c141bc4f0aa238;p=python_utils.git diff --git a/math_utils.py b/math_utils.py index 3a672da..dec34f0 100644 --- a/math_utils.py +++ b/math_utils.py @@ -1,11 +1,16 @@ #!/usr/bin/env python3 +# © Copyright 2021-2022, Scott Gasch + """Mathematical helpers.""" +import collections import functools import math from heapq import heappop, heappush -from typing import List, Optional +from typing import Dict, List, Optional, Tuple + +import dict_utils class NumericPopulation(object): @@ -70,6 +75,16 @@ class NumericPopulation(object): count = len(self.lowers) + len(self.highers) return self.aggregate / count + def get_mode(self) -> Tuple[float, int]: + """Returns the mode (most common member).""" + + count: Dict[float, int] = collections.defaultdict(int) + for n in self.lowers: + count[-n] += 1 + for n in self.highers: + count[n] += 1 + return dict_utils.item_with_max_value(count) + def get_stdev(self) -> float: """Returns the stdev so far in O(n) time."""