Kaggle competition: Conway's Reverse Game of Life 2020
<SOS> metric: PostProcessorKernel Kaggle data source: conways-reverse-game-of-life-2020<feature_engineering>
import numpy as np
import pandas as pd
train["Sex"][train["Sex"] == "male"] = 0
train["Sex"][train["Sex"] == "female"] = 1
test["Sex"][test["Sex"] == "male"] = 0
test["Sex"][test["Sex"] == "female"] = 1
train["Embarked"][train["Embarked"] == "S"] = 0
train["Embarked"][train["Embarked"] == "C"] = 1
train["Embarked"][train["Embarked"] == "Q"] = 2
test["Embarked"][test["Embarked"] == "S"] = 0
test["Embarked"][test["Embarked"] == "C"] = 1
test["Embarked"][test["Embarked"] == "Q"] = 2 
<feature_engineering>
sub = pd.read_csv('/kaggle/input/genetic-algorithm-submission-file/submission.csv')
 sub.to_csv('submission.csv', index=False )