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statwonk/out_of_core.py

Created August 30, 2020 14:24
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scikit-learn partial_fit out-of-core learning.
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out_of_core.py
import sklearn
from sklearn import naive_bayes
import pandas as pd
import numpy as np
d = pd.read_csv("data.csv")
y = d.iloc[:, 1]
X = d.iloc[:,list(range(2, d.shape[1]))]
fit = naive_bayes.BernoulliNB()
fit.partial_fit(X, y, y_all)
fit.predict_log_proba(X[2:3])
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