Index

A

Accessor (class in kxy.pandas_extension.accessor) achievable_performance() (kxy.classification.learning.MaxEntClassifier property) (kxy.regression.learning.MaxEntRegressor property)

achievable_performance_analysis() (kxy.pandas_extension.pre_learning_accessor.PreLearningAccessor method) APIClient (class in kxy.api.client) auto_predictability() (in module kxy.api.core.entropy_rate) (kxy.pandas_extension.pre_learning_accessor.PreLearningAccessor method)

B

BaseAccessor (class in kxy.pandas_extension.base_accessor)

beta() (kxy.pandas_extension.finance_accessor.FinanceAccessor method) bias() (kxy.pandas_extension.post_learning_accessor.PostLearningAccessor method)

C

classification_achievable_performance_analysis() (in module kxy.classification.pre_learning) classification_bias() (in module kxy.classification.post_learning) classification_model_explanation_analysis() (in module kxy.classification.post_learning)

classification_model_improvability_analysis() (in module kxy.classification.post_learning) classification_variable_selection_analysis() (in module kxy.classification.pre_learning) copula_entropy_analysis() (in module kxy.api.max_ent_optimizers) corr() (kxy.pandas_extension.base_accessor.BaseAccessor method)

D

dataset_valuation() (kxy.pandas_extension.pre_learning_accessor.PreLearningAccessor method)

discrete_entropy() (in module kxy.api.core.entropy) discrete_mutual_information() (in module kxy.api.core.mutual_information)

E

empirical_copula_uniform() (in module kxy.api.core.utils)

estimate_pearson_autocovariance() (in module kxy.api.core.entropy_rate)

F

FinanceAccessor (class in kxy.pandas_extension.finance_accessor)

fit() (kxy.classification.learning.MaxEntClassifier method) (kxy.regression.learning.MaxEntRegressor method)

G

gaussian_var_copula_entropy_rate() (in module kxy.api.core.entropy_rate) gaussian_var_entropy_rate() (in module kxy.api.core.entropy_rate)

get() (kxy.api.client.APIClient static method) get_x_data() (in module kxy.api.core.utils) get_y_data() (in module kxy.api.core.utils)

H

hqi() (in module kxy.api.core.utils)

I

information_adjusted_beta() (in module kxy.asset_management.factor_analysis) information_adjusted_correlation() (in module kxy.asset_management.risk_analysis)

information_adjusted_correlation_from_spearman() (in module kxy.api.max_ent_optimizers) is_categorical() (kxy.pandas_extension.base_accessor.BaseAccessor method) is_discrete() (kxy.pandas_extension.base_accessor.BaseAccessor method)

K

kxy.api.client module kxy.api.core.entropy module kxy.api.core.entropy_rate module kxy.api.core.mutual_information module kxy.api.core.mutual_information_rate module kxy.api.core.utils module kxy.api.max_ent_optimizers module kxy.asset_management.factor_analysis module kxy.asset_management.risk_analysis module kxy.classification.learning module kxy.classification.post_learning module

kxy.classification.pre_learning module kxy.pandas_extension.accessor module kxy.pandas_extension.base_accessor module kxy.pandas_extension.finance_accessor module kxy.pandas_extension.learning_accessor module kxy.pandas_extension.post_learning_accessor module kxy.pandas_extension.pre_learning_accessor module kxy.regression.learning module kxy.regression.post_learning module kxy.regression.pre_learning module

L

LearningAccessor (class in kxy.pandas_extension.learning_accessor) least_continuous_conditional_mutual_information() (in module kxy.api.core.mutual_information) least_continuous_mutual_information() (in module kxy.api.core.mutual_information) least_continuous_mutual_information_rate() (in module kxy.api.core.mutual_information_rate) least_mixed_conditional_mutual_information() (in module kxy.api.core.mutual_information)

least_mixed_mutual_information() (in module kxy.api.core.mutual_information) least_mutual_information() (in module kxy.api.core.mutual_information) least_structured_continuous_entropy() (in module kxy.api.core.entropy) least_structured_copula_entropy() (in module kxy.api.core.entropy) least_structured_mixed_entropy() (in module kxy.api.core.entropy) least_total_correlation() (in module kxy.api.core.mutual_information)

M

MaxEntClassifier (class in kxy.classification.learning) MaxEntRegressor (class in kxy.regression.learning) model_explanation_analysis() (kxy.pandas_extension.post_learning_accessor.PostLearningAccessor method) model_improvability_analysis() (kxy.pandas_extension.post_learning_accessor.PostLearningAccessor method) module kxy.api.client kxy.api.core.entropy kxy.api.core.entropy_rate kxy.api.core.mutual_information kxy.api.core.mutual_information_rate kxy.api.core.utils kxy.api.max_ent_optimizers kxy.asset_management.factor_analysis kxy.asset_management.risk_analysis kxy.classification.learning kxy.classification.post_learning kxy.classification.pre_learning kxy.pandas_extension.accessor kxy.pandas_extension.base_accessor kxy.pandas_extension.finance_accessor kxy.pandas_extension.learning_accessor kxy.pandas_extension.post_learning_accessor kxy.pandas_extension.pre_learning_accessor kxy.regression.learning kxy.regression.post_learning kxy.regression.pre_learning

mutual_information_analysis() (in module kxy.api.max_ent_optimizers)

O

one_hot_encoding() (in module kxy.api.core.utils)

P

pearson_acovf() (in module kxy.api.core.entropy_rate) pearson_corr() (in module kxy.api.core.utils) post() (kxy.api.client.APIClient static method) PostLearningAccessor (class in kxy.pandas_extension.post_learning_accessor) predict() (kxy.classification.learning.MaxEntClassifier method) (kxy.regression.learning.MaxEntRegressor method)

predict_copula_uniform() (in module kxy.api.max_ent_optimizers) PreLearningAccessor (class in kxy.pandas_extension.pre_learning_accessor) prepare_data_for_mutual_info_analysis() (in module kxy.api.core.utils) prepare_test_data_for_prediction() (in module kxy.api.core.utils)

R

regression_achievable_performance_analysis() (in module kxy.regression.pre_learning) regression_bias() (in module kxy.regression.post_learning) regression_model_explanation_analysis() (in module kxy.regression.post_learning) regression_model_improvability_analysis() (in module kxy.regression.post_learning)

regression_variable_selection_analysis() (in module kxy.regression.pre_learning) robust_log_det() (in module kxy.api.core.utils) robust_pearson_corr() (in module kxy.asset_management.risk_analysis) robust_pearson_corr_from_spearman() (in module kxy.api.max_ent_optimizers) route() (kxy.api.client.APIClient static method)

S

scalar_continuous_entropy() (in module kxy.api.core.entropy)

spearman_corr() (in module kxy.api.core.utils) stage() (kxy.api.client.APIClient static method)

T

two_split_encoding() (in module kxy.api.core.utils)

U

url() (kxy.api.client.APIClient static method)

V

variable_selection_analysis() (kxy.pandas_extension.pre_learning_accessor.PreLearningAccessor method)