Bernoulli | Bernoulli Distribution (Categorical with k=1) |
Cauchy | Cauchy Distribution |
create_classifier | Create a NGBoostClassifier object |
create_regressor | Create a NGBoostRegressor object |
DecisionTreeRegressor | DecisionTreeRegressor |
default_linear_learner | Default LinearTreeRegressor |
default_tree_learner | Default DecisionTreeRegressor |
Exponential | Exponential Distribution |
fit_classifier | Train a NGBoostClassifier object |
fit_regressor | Train a NGBoostRegressor object |
install_ngboost | Installation Python ngboost module |
k_categorical | Categorical Distribution |
Laplace | Laplace Distribution |
LogNormal | LogNormal Distribution |
MultivariateNormal | Multivariante Normal Distribution |
ngboost | NGBoost for R |
ngboost_python_version | Version Number of the python module NGBoost |
Normal | Normal Distribution |
Poisson | Poisson Distribution |
predict_classifier | Predict using a NGBoostClassifier object |
predict_classifier_dist | Predict Distribution (Bernoulli o Cateogiral) using... |
predict_classifier_prob | Predict using a NGBoostClassifier object as a probability |
predict_regressor | Predict using a NGBoostRegressor object |
predict_regressor_dist | Predict Normal distribution using NGBoostRegressor object |
Ridge | LinearTreeRegressor |
T | Student T Distribution |
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