Saurabh Mhatre smhatre59
YohanObadia
/ knn_impute.py
Last active
January 25, 2024 14:23
Imputation of missing values with knn.
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| import numpy as np | |
| import pandas as pd | |
| from collections import defaultdict | |
| from scipy.stats import hmean | |
| from scipy.spatial.distance import cdist | |
| from scipy import stats | |
| import numbers | |
| def weighted_hamming(data): |
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| var colorArray = ['#FF6633', '#FFB399', '#FF33FF', '#FFFF99', '#00B3E6', | |
| '#E6B333', '#3366E6', '#999966', '#99FF99', '#B34D4D', | |
| '#80B300', '#809900', '#E6B3B3', '#6680B3', '#66991A', | |
| '#FF99E6', '#CCFF1A', '#FF1A66', '#E6331A', '#33FFCC', | |
| '#66994D', '#B366CC', '#4D8000', '#B33300', '#CC80CC', | |
| '#66664D', '#991AFF', '#E666FF', '#4DB3FF', '#1AB399', | |
| '#E666B3', '#33991A', '#CC9999', '#B3B31A', '#00E680', | |
| '#4D8066', '#809980', '#E6FF80', '#1AFF33', '#999933', | |
| '#FF3380', '#CCCC00', '#66E64D', '#4D80CC', '#9900B3', | |
| '#E64D66', '#4DB380', '#FF4D4D', '#99E6E6', '#6666FF']; |