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B
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C
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D
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F
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W
B
BayesianClassifierMixin (class in pmlearn.base)
BayesianDensityMixin (class in pmlearn.base)
BayesianLinearClassifierMixin (class in pmlearn.linear_model.base)
BayesianModel (class in pmlearn.base)
BayesianRegressorMixin (class in pmlearn.base)
C
create_model() (pmlearn.base.BayesianModel method)
(pmlearn.gaussian_process.GaussianProcessRegressor method)
(pmlearn.gaussian_process.SparseGaussianProcessRegressor method)
(pmlearn.gaussian_process.StudentsTProcessRegressor method)
(pmlearn.gaussian_process.gpr.GaussianProcessRegressor method)
(pmlearn.gaussian_process.gpr.SparseGaussianProcessRegressor method)
(pmlearn.gaussian_process.gpr.StudentsTProcessRegressor method)
(pmlearn.linear_model.HierarchicalLogisticRegression method)
(pmlearn.linear_model.LinearRegression method)
(pmlearn.linear_model.LogisticRegression method)
(pmlearn.linear_model.base.LinearRegression method)
(pmlearn.linear_model.logistic.HierarchicalLogisticRegression method)
(pmlearn.linear_model.logistic.LogisticRegression method)
(pmlearn.mixture.DirichletProcessMixture method)
(pmlearn.mixture.GaussianMixture method)
(pmlearn.mixture.dirichlet_process.DirichletProcessMixture method)
(pmlearn.mixture.gaussian_mixture.GaussianMixture method)
(pmlearn.naive_bayes.GaussianNB method)
(pmlearn.naive_bayes.naive_bayes.GaussianNB method)
(pmlearn.neural_network.MLPClassifier method)
(pmlearn.neural_network.multilayer_perceptron.MLPClassifier method)
D
DirichletProcessMixture (class in pmlearn.mixture)
(class in pmlearn.mixture.dirichlet_process)
DirichletProcessMixturePredictTestCase (class in pmlearn.mixture.tests.test_dirichlet_process)
DirichletProcessMixtureTestCase (class in pmlearn.mixture.tests.test_dirichlet_process)
DotProduct (class in pmlearn.gaussian_process.kernels)
F
fit() (pmlearn.base.BayesianClassifierMixin method)
(pmlearn.base.BayesianDensityMixin method)
(pmlearn.base.BayesianRegressorMixin method)
(pmlearn.linear_model.base.BayesianLinearClassifierMixin method)
(pmlearn.naive_bayes.naive_bayes.GaussianNBClassifierMixin method)
G
GaussianMixture (class in pmlearn.mixture)
(class in pmlearn.mixture.gaussian_mixture)
GaussianMixturePredictTestCase (class in pmlearn.mixture.tests.test_gaussian_mixture)
GaussianMixtureTestCase (class in pmlearn.mixture.tests.test_gaussian_mixture)
GaussianNB (class in pmlearn.naive_bayes)
(class in pmlearn.naive_bayes.naive_bayes)
GaussianNBClassifierMixin (class in pmlearn.naive_bayes.naive_bayes)
GaussianProcessRegressor (class in pmlearn.gaussian_process)
(class in pmlearn.gaussian_process.gpr)
GaussianProcessRegressorMixin (class in pmlearn.gaussian_process.gpr)
H
HierarchicalLogisticRegression (class in pmlearn.linear_model)
(class in pmlearn.linear_model.logistic)
L
LinearRegression (class in pmlearn.linear_model)
(class in pmlearn.linear_model.base)
load() (pmlearn.base.BayesianModel method)
(pmlearn.gaussian_process.GaussianProcessRegressor method)
(pmlearn.gaussian_process.SparseGaussianProcessRegressor method)
(pmlearn.gaussian_process.StudentsTProcessRegressor method)
(pmlearn.gaussian_process.gpr.GaussianProcessRegressor method)
(pmlearn.gaussian_process.gpr.SparseGaussianProcessRegressor method)
(pmlearn.gaussian_process.gpr.StudentsTProcessRegressor method)
(pmlearn.linear_model.HierarchicalLogisticRegression method)
(pmlearn.linear_model.LinearRegression method)
(pmlearn.linear_model.LogisticRegression method)
(pmlearn.linear_model.base.LinearRegression method)
(pmlearn.linear_model.logistic.HierarchicalLogisticRegression method)
(pmlearn.linear_model.logistic.LogisticRegression method)
(pmlearn.mixture.DirichletProcessMixture method)
(pmlearn.mixture.GaussianMixture method)
(pmlearn.mixture.dirichlet_process.DirichletProcessMixture method)
(pmlearn.mixture.gaussian_mixture.GaussianMixture method)
(pmlearn.naive_bayes.GaussianNB method)
(pmlearn.naive_bayes.naive_bayes.GaussianNB method)
(pmlearn.neural_network.MLPClassifier method)
(pmlearn.neural_network.multilayer_perceptron.MLPClassifier method)
LogisticRegression (class in pmlearn.linear_model)
(class in pmlearn.linear_model.logistic)
logp_gmix (class in pmlearn.mixture.util)
M
MLPClassifier (class in pmlearn.neural_network)
(class in pmlearn.neural_network.multilayer_perceptron)
N
normalize() (pmlearn.naive_bayes.naive_bayes.GaussianNBClassifierMixin method)
NotFittedError
P
plot_elbo() (pmlearn.base.BayesianModel method)
pmlearn (module)
pmlearn.base (module)
pmlearn.exceptions (module)
pmlearn.gaussian_process (module)
pmlearn.gaussian_process.gpc (module)
pmlearn.gaussian_process.gpr (module)
pmlearn.gaussian_process.kernels (module)
pmlearn.gaussian_process.tests (module)
pmlearn.gaussian_process.tests.test_gpr (module)
pmlearn.linear_model (module)
pmlearn.linear_model.base (module)
pmlearn.linear_model.logistic (module)
pmlearn.linear_model.tests (module)
pmlearn.linear_model.tests.test_base (module)
pmlearn.linear_model.tests.test_logistic (module)
pmlearn.mixture (module)
pmlearn.mixture.dirichlet_process (module)
pmlearn.mixture.gaussian_mixture (module)
pmlearn.mixture.tests (module)
pmlearn.mixture.tests.test_dirichlet_process (module)
pmlearn.mixture.tests.test_gaussian_mixture (module)
pmlearn.mixture.util (module)
pmlearn.naive_bayes (module)
pmlearn.naive_bayes.naive_bayes (module)
pmlearn.naive_bayes.tests (module)
pmlearn.naive_bayes.tests.test_naive_bayes (module)
pmlearn.neural_network (module)
pmlearn.neural_network.multilayer_perceptron (module)
pmlearn.neural_network.tests (module)
pmlearn.neural_network.tests.test_mutlilayer_perceptron (module)
pmlearn.tests (module)
pmlearn.tests.test_base (module)
predict() (pmlearn.base.BayesianClassifierMixin method)
(pmlearn.base.BayesianDensityMixin method)
(pmlearn.base.BayesianRegressorMixin method)
(pmlearn.gaussian_process.gpr.GaussianProcessRegressorMixin method)
(pmlearn.linear_model.base.BayesianLinearClassifierMixin method)
(pmlearn.naive_bayes.naive_bayes.GaussianNBClassifierMixin method)
predict_proba() (pmlearn.base.BayesianClassifierMixin method)
(pmlearn.base.BayesianDensityMixin method)
(pmlearn.linear_model.base.BayesianLinearClassifierMixin method)
(pmlearn.mixture.DirichletProcessMixture method)
(pmlearn.mixture.dirichlet_process.DirichletProcessMixture method)
(pmlearn.naive_bayes.naive_bayes.GaussianNBClassifierMixin method)
R
RBF (class in pmlearn.gaussian_process.kernels)
S
save() (pmlearn.base.BayesianModel method)
(pmlearn.gaussian_process.GaussianProcessRegressor method)
(pmlearn.gaussian_process.SparseGaussianProcessRegressor method)
(pmlearn.gaussian_process.StudentsTProcessRegressor method)
(pmlearn.gaussian_process.gpr.GaussianProcessRegressor method)
(pmlearn.gaussian_process.gpr.SparseGaussianProcessRegressor method)
(pmlearn.gaussian_process.gpr.StudentsTProcessRegressor method)
(pmlearn.linear_model.HierarchicalLogisticRegression method)
(pmlearn.linear_model.LinearRegression method)
(pmlearn.linear_model.LogisticRegression method)
(pmlearn.linear_model.base.LinearRegression method)
(pmlearn.linear_model.logistic.HierarchicalLogisticRegression method)
(pmlearn.linear_model.logistic.LogisticRegression method)
(pmlearn.mixture.DirichletProcessMixture method)
(pmlearn.mixture.GaussianMixture method)
(pmlearn.mixture.dirichlet_process.DirichletProcessMixture method)
(pmlearn.mixture.gaussian_mixture.GaussianMixture method)
(pmlearn.naive_bayes.GaussianNB method)
(pmlearn.naive_bayes.naive_bayes.GaussianNB method)
(pmlearn.neural_network.MLPClassifier method)
(pmlearn.neural_network.multilayer_perceptron.MLPClassifier method)
score() (pmlearn.base.BayesianDensityMixin method)
(pmlearn.linear_model.base.BayesianLinearClassifierMixin method)
setUp() (pmlearn.mixture.tests.test_dirichlet_process.DirichletProcessMixtureTestCase method)
(pmlearn.mixture.tests.test_gaussian_mixture.GaussianMixtureTestCase method)
setup_method() (pmlearn.gaussian_process.tests.test_gpr.TestGaussianProcessRegressor method)
(pmlearn.gaussian_process.tests.test_gpr.TestSparseGaussianProcessRegressor method)
(pmlearn.gaussian_process.tests.test_gpr.TestStudentsTProcessRegressor method)
(pmlearn.linear_model.tests.test_base.TestLinearRegression method)
(pmlearn.linear_model.tests.test_logistic.TestHierarchicalLogisticRegression method)
SparseGaussianProcessRegressor (class in pmlearn.gaussian_process)
(class in pmlearn.gaussian_process.gpr)
StudentsTProcessRegressor (class in pmlearn.gaussian_process)
(class in pmlearn.gaussian_process.gpr)
T
tearDown() (pmlearn.gaussian_process.tests.test_gpr.TestStudentsTProcessRegressor method)
(pmlearn.mixture.tests.test_dirichlet_process.DirichletProcessMixtureTestCase method)
(pmlearn.mixture.tests.test_gaussian_mixture.GaussianMixtureTestCase method)
teardown_method() (pmlearn.gaussian_process.tests.test_gpr.TestGaussianProcessRegressor method)
(pmlearn.gaussian_process.tests.test_gpr.TestSparseGaussianProcessRegressor method)
(pmlearn.linear_model.tests.test_base.TestLinearRegression method)
(pmlearn.linear_model.tests.test_logistic.TestHierarchicalLogisticRegression method)
test_advi_fit_returns_correct_model() (pmlearn.gaussian_process.tests.test_gpr.TestGaussianProcessRegressorFit method)
(pmlearn.gaussian_process.tests.test_gpr.TestSparseGaussianProcessRegressorFit method)
(pmlearn.gaussian_process.tests.test_gpr.TestStudentsTProcessRegressorFit method)
(pmlearn.linear_model.tests.test_base.TestLinearRegressionFit method)
(pmlearn.linear_model.tests.test_logistic.TestHierarchicalLogisticRegressionFit method)
test_create_model_raises_not_implemented_error() (pmlearn.tests.test_base.TestBayesianModel method)
test_nuts_fit_returns_correct_model() (pmlearn.linear_model.tests.test_base.TestLinearRegressionFit method)
test_predict_proba_raises_error_if_not_fit() (pmlearn.linear_model.tests.test_logistic.TestHierarchicalLogisticRegressionPredictProba method)
test_predict_proba_returns_probabilities() (pmlearn.linear_model.tests.test_logistic.TestHierarchicalLogisticRegressionPredictProba method)
test_predict_proba_returns_probabilities_and_std() (pmlearn.linear_model.tests.test_logistic.TestHierarchicalLogisticRegressionPredictProba method)
test_predict_raises_error_if_not_fit() (pmlearn.gaussian_process.tests.test_gpr.TestGaussianProcessRegressorPredict method)
(pmlearn.gaussian_process.tests.test_gpr.TestSparseGaussianProcessRegressorPredict method)
(pmlearn.gaussian_process.tests.test_gpr.TestStudentsTProcessRegressorPredict method)
(pmlearn.linear_model.tests.test_base.TestLinearRegressionPredict method)
(pmlearn.mixture.tests.test_dirichlet_process.DirichletProcessMixturePredictTestCase method)
(pmlearn.mixture.tests.test_gaussian_mixture.GaussianMixturePredictTestCase method)
test_predict_returns_mean_predictions_and_std() (pmlearn.gaussian_process.tests.test_gpr.TestGaussianProcessRegressorPredict method)
(pmlearn.gaussian_process.tests.test_gpr.TestSparseGaussianProcessRegressorPredict method)
(pmlearn.gaussian_process.tests.test_gpr.TestStudentsTProcessRegressorPredict method)
(pmlearn.linear_model.tests.test_base.TestLinearRegressionPredict method)
test_predict_returns_predictions() (pmlearn.gaussian_process.tests.test_gpr.TestGaussianProcessRegressorPredict method)
(pmlearn.gaussian_process.tests.test_gpr.TestSparseGaussianProcessRegressorPredict method)
(pmlearn.gaussian_process.tests.test_gpr.TestStudentsTProcessRegressorPredict method)
(pmlearn.linear_model.tests.test_base.TestLinearRegressionPredict method)
(pmlearn.linear_model.tests.test_logistic.TestHierarchicalLogisticRegressionPredict method)
test_save_and_load_work_correctly() (pmlearn.gaussian_process.tests.test_gpr.TestGaussianProcessRegressorSaveAndLoad method)
(pmlearn.gaussian_process.tests.test_gpr.TestSparseGaussianProcessRegressorSaveAndLoad method)
(pmlearn.gaussian_process.tests.test_gpr.TestStudentsTProcessRegressorSaveAndLoad method)
(pmlearn.linear_model.tests.test_base.TestLinearRegressionSaveandLoad method)
(pmlearn.linear_model.tests.test_logistic.TestHierarchicalLogisticRegressionSaveandLoad method)
test_score_matches_sklearn_performance() (pmlearn.gaussian_process.tests.test_gpr.TestGaussianProcessRegressorScore method)
(pmlearn.gaussian_process.tests.test_gpr.TestSparseGaussianProcessRegressorScore method)
(pmlearn.gaussian_process.tests.test_gpr.TestStudentsTProcessRegressorScore method)
(pmlearn.linear_model.tests.test_base.TestLinearRegressionScore method)
test_score_scores() (pmlearn.linear_model.tests.test_logistic.TestHierarchicalLogisticRegressionScore method)
TestBayesianModel (class in pmlearn.tests.test_base)
TestGaussianProcessRegressor (class in pmlearn.gaussian_process.tests.test_gpr)
TestGaussianProcessRegressorFit (class in pmlearn.gaussian_process.tests.test_gpr)
TestGaussianProcessRegressorPredict (class in pmlearn.gaussian_process.tests.test_gpr)
TestGaussianProcessRegressorSaveAndLoad (class in pmlearn.gaussian_process.tests.test_gpr)
TestGaussianProcessRegressorScore (class in pmlearn.gaussian_process.tests.test_gpr)
TestHierarchicalLogisticRegression (class in pmlearn.linear_model.tests.test_logistic)
TestHierarchicalLogisticRegressionFit (class in pmlearn.linear_model.tests.test_logistic)
TestHierarchicalLogisticRegressionPredict (class in pmlearn.linear_model.tests.test_logistic)
TestHierarchicalLogisticRegressionPredictProba (class in pmlearn.linear_model.tests.test_logistic)
TestHierarchicalLogisticRegressionSaveandLoad (class in pmlearn.linear_model.tests.test_logistic)
TestHierarchicalLogisticRegressionScore (class in pmlearn.linear_model.tests.test_logistic)
TestLinearRegression (class in pmlearn.linear_model.tests.test_base)
TestLinearRegressionFit (class in pmlearn.linear_model.tests.test_base)
TestLinearRegressionPredict (class in pmlearn.linear_model.tests.test_base)
TestLinearRegressionSaveandLoad (class in pmlearn.linear_model.tests.test_base)
TestLinearRegressionScore (class in pmlearn.linear_model.tests.test_base)
TestSparseGaussianProcessRegressor (class in pmlearn.gaussian_process.tests.test_gpr)
TestSparseGaussianProcessRegressorFit (class in pmlearn.gaussian_process.tests.test_gpr)
TestSparseGaussianProcessRegressorPredict (class in pmlearn.gaussian_process.tests.test_gpr)
TestSparseGaussianProcessRegressorSaveAndLoad (class in pmlearn.gaussian_process.tests.test_gpr)
TestSparseGaussianProcessRegressorScore (class in pmlearn.gaussian_process.tests.test_gpr)
TestStudentsTProcessRegressor (class in pmlearn.gaussian_process.tests.test_gpr)
TestStudentsTProcessRegressorFit (class in pmlearn.gaussian_process.tests.test_gpr)
TestStudentsTProcessRegressorPredict (class in pmlearn.gaussian_process.tests.test_gpr)
TestStudentsTProcessRegressorSaveAndLoad (class in pmlearn.gaussian_process.tests.test_gpr)
TestStudentsTProcessRegressorScore (class in pmlearn.gaussian_process.tests.test_gpr)
W
WhiteKernel (class in pmlearn.gaussian_process.kernels)
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