Quick Start Guide

# Import packages
from sklearn.model_selection import StratifiedKFold
import yaml

from ayniy.model.runner import Runner

# Load configs
f = open('configs/run000.yml', 'r+')
configs = yaml.load(f, Loader=yaml.SafeLoader)

# Difine CV strategy as you like
cv = StratifiedKFold(n_splits=5, shuffle=True, random_state=7)

# Modeling
runner = Runner(configs, cv)
runner.run_train_cv()
runner.run_predict_cv()
runner.submission()