for testing and deploying your application
for finding and fixing issues
for empowering human code reviews
# Author: Simon Blanke
# Email: [email protected]
# License: MIT License
import numpy as np
import pandas as pd
class DatasetFeatures:
def __init__(self, X, y):
self.X = X
self.y = y
def get_features(self):
features_X_list = [self.X.size, self.X.itemsize, self.X.ndim]
features_y_list = [self.y.size, self.y.itemsize, self.y.ndim]
features_np = np.array(features_X_list + features_y_list)
col_names = [
"X_size",
"X_byte_size",
"X_ndim",
"y_size",
"y_byte_size",
"y_ndim",
]
return pd.DataFrame(features_np, columns=col_names)
SimonBlanke /
Hyperactive
