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@nikolasrieble
nikolasrieble / dtw_classification.py
Last active March 22, 2024 12:31
KNN classification with custom metric (DTW Distance)
import numpy as np
from scipy.spatial import distance
from sklearn.model_selection import train_test_split
from sklearn.neighbors import KNeighborsClassifier
from sklearn.model_selection import GridSearchCV
from sklearn.metrics import classification_report
#toy dataset
X = np.random.random((100,10))
y = np.random.randint(0,2, (100))