X-Git-Url: https://wannabe.guru.org/gitweb/?a=blobdiff_plain;f=math_utils.py;h=156862a9c1b55eeec5515efef82f8f951d59b416;hb=e7822aa364fcc392476ded5537948292f7db2300;hp=3a672da1caf406d3a842ae46923a88063743dbbd;hpb=699219341e92365b7aa2f84df0c141bc4f0aa238;p=python_utils.git diff --git a/math_utils.py b/math_utils.py index 3a672da..156862a 100644 --- a/math_utils.py +++ b/math_utils.py @@ -2,10 +2,13 @@ """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 +73,14 @@ class NumericPopulation(object): count = len(self.lowers) + len(self.highers) return self.aggregate / count + def get_mode(self) -> Tuple[float, int]: + 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."""