Index

_

__init__() (trustyai.explainers.BackgroundGenerator method) (trustyai.explainers.CounterfactualExplainer method) (trustyai.explainers.CounterfactualResult method) (trustyai.explainers.LimeExplainer method) (trustyai.explainers.LimeResults method) (trustyai.explainers.SHAPExplainer method) (trustyai.explainers.SHAPResults method) (trustyai.model.Dataset method) (trustyai.model.Model method) (trustyai.utils.tyrus.Tyrus method)

A

as_dataframe() (trustyai.explainers.CounterfactualResult method) (trustyai.explainers.LimeResults method) (trustyai.explainers.SHAPResults method)

as_html() (trustyai.explainers.CounterfactualResult method) (trustyai.explainers.LimeResults method) (trustyai.explainers.SHAPResults method)

B

BackgroundGenerator (class in trustyai.explainers)

C

counterfactual() (trustyai.explainers.BackgroundGenerator method) counterfactual_prediction() (in module trustyai.model)

CounterfactualExplainer (class in trustyai.explainers) CounterfactualResult (class in trustyai.explainers)

D

data (trustyai.model.Dataset property) dataframe_input (trustyai.model.Model property)

Dataset (class in trustyai.model) disable_arrow (trustyai.model.Model property)

E

explain() (trustyai.explainers.CounterfactualExplainer method) (trustyai.explainers.LimeExplainer method) (trustyai.explainers.SHAPExplainer method)

F

feature() (in module trustyai.model) feature_domain() (in module trustyai.model)

feature_names (trustyai.model.Model property) from_df() (trustyai.model.Dataset static method) from_numpy() (trustyai.model.Dataset static method)

G

get_fnull() (trustyai.explainers.SHAPResults method)

I

init() (in module trustyai.initializer)

inputs (trustyai.model.Dataset property)

K

kmeans() (trustyai.explainers.BackgroundGenerator method)

L

LimeExplainer (class in trustyai.explainers)

LimeResults (class in trustyai.explainers)

M

Model (class in trustyai.model)

Model.ArrowTransmission (class in trustyai.model) Model.NonArrowTransmission (class in trustyai.model)

O

output() (in module trustyai.model)

output_names (trustyai.model.Model property) outputs (trustyai.model.Dataset property)

P

plot() (trustyai.explainers.CounterfactualResult method) predictAsync() (trustyai.model.Model method)

proposed_features_array (trustyai.explainers.CounterfactualResult property) proposed_features_dataframe (trustyai.explainers.CounterfactualResult property)

R

run() (trustyai.utils.tyrus.Tyrus method)

S

saliency_map() (trustyai.explainers.LimeResults method) (trustyai.explainers.SHAPResults method) sample() (trustyai.explainers.BackgroundGenerator method)

SHAPExplainer (class in trustyai.explainers) SHAPResults (class in trustyai.explainers) simple_prediction() (in module trustyai.model)

T

Tyrus (class in trustyai.utils.tyrus)