python random seed fixed when running multiple times in the same script

[folivetti]

when running EGGP multiple times inside a Python script it will reuse the same random seed. Internally, eggp will ask the system seed which is unchanged while Python is running.

import pandas as pd
import eggp
df = pd.read_csv("dataset.csv")

cols_x = [c for c in df1.columns if c != "target"]

x = df[cols_x].values
y = df["target"].values

for i in range(30):
    np.random.seed(i)
    reg = eggp.EGGP() # internally it will always use the same seed
    reg.fit(x, y)