PYTHON

sklearn list parameters

reg = RandomForestRegressor()
params = reg.get_params()

# To get the model hyperparameters before you instantiate the class:

import inspect
import sklearn

models = [sklearn.ensemble.RandomForestRegressor]
for m in models:
    hyperparams = inspect.getargspec(m.__init__).args
    print(hyperparams)