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BryanCutler/tf_arrow_blog_pt1.py

Last active August 5, 2019 19:15
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TensorFlow Arrow Blog Part 1 - Create Sample DataFrame
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tf_arrow_blog_pt1.py
import numpy as np
import pandas as pd
data = {'label': np.random.binomial(1, 0.5, 10)}
data['x0'] = np.random.randn(10) + 5 * data['label']
data['x1'] = np.random.randn(10) + 5 * data['label']
df = pd.DataFrame(data)
print(df.head())
# label x0 x1
#0 1 5.241089 6.231621
#1 0 0.527365 0.966182
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