v0.1.0
Home
Overview
Getting Started
Algorithm overview
Roadmap
Methods
Anchors
Contrastive Explanation Method
Trust Scores
Examples
Anchor explanations for income prediction
Anchor explanations on the Iris dataset
Anchor explanations for movie sentiment
Anchor explanations for ImageNet
Anchor explanations for fashion MNIST
Contrastive Explanations Method (CEM) applied to MNIST
Contrastive Explanations Method (CEM) applied to Iris dataset
Trust Scores applied to Iris
Trust Scores applied to MNIST
API reference
API reference
Alibi
Docs
»
Index
Edit on GitHub
Index
_
|
A
|
B
|
C
|
D
|
E
|
F
|
G
|
I
|
K
|
L
|
M
|
N
|
O
|
P
|
S
|
T
_
__init__() (alibi.confidence.TrustScore method)
(alibi.confidence.trustscore.TrustScore method)
(alibi.explainers.AnchorImage method)
(alibi.explainers.AnchorTabular method)
(alibi.explainers.AnchorText method)
(alibi.explainers.CEM method)
(alibi.explainers.anchor_base.AnchorBaseBeam method)
(alibi.explainers.anchor_explanation.AnchorExplanation method)
(alibi.explainers.anchor_image.AnchorImage method)
(alibi.explainers.anchor_tabular.AnchorTabular method)
(alibi.explainers.anchor_text.AnchorText method)
(alibi.explainers.anchor_text.Neighbors method)
(alibi.explainers.cem.CEM method)
(alibi.utils.discretizer.Discretizer method)
A
add_names_to_exp() (alibi.explainers.anchor_tabular.AnchorTabular method)
(alibi.explainers.AnchorTabular method)
adult() (in module alibi.datasets)
alibi (module)
alibi.confidence (module)
alibi.confidence.trustscore (module)
alibi.datasets (module)
alibi.explainers (module)
alibi.explainers.anchor_base (module)
alibi.explainers.anchor_explanation (module)
alibi.explainers.anchor_image (module)
alibi.explainers.anchor_tabular (module)
alibi.explainers.anchor_text (module)
alibi.explainers.cem (module)
alibi.outlier (module)
alibi.utils (module)
alibi.utils.discretizer (module)
alibi.utils.download (module)
alibi.version (module)
anchor_beam() (alibi.explainers.anchor_base.AnchorBaseBeam static method)
AnchorBaseBeam (class in alibi.explainers.anchor_base)
AnchorExplanation (class in alibi.explainers.anchor_explanation)
AnchorImage (class in alibi.explainers)
(class in alibi.explainers.anchor_image)
AnchorTabular (class in alibi.explainers)
(class in alibi.explainers.anchor_tabular)
AnchorText (class in alibi.explainers)
(class in alibi.explainers.anchor_text)
attack() (alibi.explainers.CEM method)
(alibi.explainers.cem.CEM method)
B
bins() (alibi.utils.discretizer.Discretizer method)
C
CEM (class in alibi.explainers)
(class in alibi.explainers.cem)
compute_beta() (alibi.explainers.anchor_base.AnchorBaseBeam static method)
coverage() (alibi.explainers.anchor_explanation.AnchorExplanation method)
D
discretize() (alibi.utils.discretizer.Discretizer method)
Discretizer (class in alibi.utils.discretizer)
dlow_bernoulli() (alibi.explainers.anchor_base.AnchorBaseBeam static method)
dup_bernoulli() (alibi.explainers.anchor_base.AnchorBaseBeam static method)
E
examples() (alibi.explainers.anchor_explanation.AnchorExplanation method)
explain() (alibi.explainers.anchor_image.AnchorImage method)
(alibi.explainers.AnchorImage method)
(alibi.explainers.AnchorTabular method)
(alibi.explainers.AnchorText method)
(alibi.explainers.CEM method)
(alibi.explainers.anchor_tabular.AnchorTabular method)
(alibi.explainers.anchor_text.AnchorText method)
(alibi.explainers.cem.CEM method)
F
features() (alibi.explainers.anchor_explanation.AnchorExplanation method)
filter_by_distance_knn() (alibi.confidence.TrustScore method)
(alibi.confidence.trustscore.TrustScore method)
filter_by_probability_knn() (alibi.confidence.TrustScore method)
(alibi.confidence.trustscore.TrustScore method)
fit() (alibi.confidence.TrustScore method)
(alibi.confidence.trustscore.TrustScore method)
(alibi.explainers.AnchorTabular method)
(alibi.explainers.CEM method)
(alibi.explainers.anchor_tabular.AnchorTabular method)
(alibi.explainers.cem.CEM method)
G
get_anchor_from_tuple() (alibi.explainers.anchor_base.AnchorBaseBeam static method)
get_gradients() (alibi.explainers.CEM method)
(alibi.explainers.cem.CEM method)
get_initial_statistics() (alibi.explainers.anchor_base.AnchorBaseBeam static method)
get_sample_fn() (alibi.explainers.anchor_image.AnchorImage method)
(alibi.explainers.AnchorImage method)
(alibi.explainers.AnchorTabular method)
(alibi.explainers.AnchorText method)
(alibi.explainers.anchor_tabular.AnchorTabular method)
(alibi.explainers.anchor_text.AnchorText method)
get_sample_fns() (alibi.explainers.anchor_base.AnchorBaseBeam static method)
I
imagenet() (in module alibi.datasets)
K
kl_bernoulli() (alibi.explainers.anchor_base.AnchorBaseBeam static method)
L
loss_fn() (alibi.explainers.CEM method)
(alibi.explainers.cem.CEM method)
lucb() (alibi.explainers.anchor_base.AnchorBaseBeam static method)
M
make_tuples() (alibi.explainers.anchor_base.AnchorBaseBeam static method)
matrix_subset() (in module alibi.explainers.anchor_base)
movie_sentiment() (in module alibi.datasets)
N
names() (alibi.explainers.anchor_explanation.AnchorExplanation method)
Neighbors (class in alibi.explainers.anchor_text)
neighbors() (alibi.explainers.anchor_text.Neighbors method)
O
overlay_mask() (alibi.explainers.anchor_image.AnchorImage static method)
(alibi.explainers.AnchorImage static method)
P
perturb() (alibi.explainers.CEM method)
(alibi.explainers.cem.CEM method)
perturb_sentence() (alibi.explainers.anchor_text.AnchorText method)
(alibi.explainers.AnchorText method)
precision() (alibi.explainers.anchor_explanation.AnchorExplanation method)
S
sample_from_train() (alibi.explainers.anchor_tabular.AnchorTabular method)
(alibi.explainers.AnchorTabular method)
score() (alibi.confidence.TrustScore method)
(alibi.confidence.trustscore.TrustScore method)
spacy_model() (in module alibi.utils.download)
T
TrustScore (class in alibi.confidence)
(class in alibi.confidence.trustscore)
Read the Docs
v: v0.1.0
Versions
latest
stable
v0.1.0
Downloads
On Read the Docs
Project Home
Builds
Free document hosting provided by
Read the Docs
.