# Copyright 2023, MetaQuotes Ltd.
# https://www.mql5.com

# ScikitLearnRegressors.py
# The script lists all the regression algorithms available inb scikit-learn
# Copyright 2023, MetaQuotes Ltd.
# https://mql5.com

# print Python version
from platform import python_version  
print("The Python version is ", python_version()) 

# print scikit-learn version
import sklearn
print('The scikit-learn version is {}.'.format(sklearn.__version__))

# print scikit-learn regression models
from sklearn.utils import all_estimators

regressors = all_estimators(type_filter='regressor')
for index, (name, RegressorClass) in enumerate(regressors, start=1):
    print(f"Regressor {index}: {name}")