Certifai API
v1.3.16
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certifai.model package
certifai package
certifai.scanner package
Certifai API
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Index
Index
A
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B
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C
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D
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E
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F
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G
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H
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I
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J
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L
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M
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N
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O
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P
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R
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S
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T
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U
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V
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W
A
add_dataset() (certifai.scanner.builder.CertifaiScanBuilder method)
add_evaluation_type() (certifai.scanner.builder.CertifaiScanBuilder method)
add_explanation_type() (certifai.scanner.builder.CertifaiScanBuilder method)
add_fairness_grouping_feature() (certifai.scanner.builder.CertifaiScanBuilder method)
add_fairness_metric() (certifai.scanner.builder.CertifaiScanBuilder method)
add_feature() (certifai.scanner.builder.CertifaiDataSchema method)
add_feature_restriction() (certifai.scanner.builder.CertifaiScanBuilder method)
add_metric() (certifai.scanner.builder.CertifaiScanBuilder method)
add_model() (certifai.scanner.builder.CertifaiScanBuilder method)
add_model_header() (certifai.scanner.builder.CertifaiScanBuilder method)
add_monitored_feature() (certifai.scanner.builder.CertifaiScanBuilder method)
add_performance_metric_value() (certifai.scanner.builder.CertifaiModel method)
add_wrapped_model() (certifai.model.sdk.composed_wrapper.ComposedModelWrapper method)
(certifai.model.sdk.ComposedModelWrapper method)
all_scores() (in module certifai.scanner.report_utils)
alternate (certifai.scanner.explanation_utils.ExplainedPrediction property)
(certifai.scanner.explanation_utils.IExplainedPrediction property)
atx_performance_metric (certifai.scanner.builder.CertifaiScanBuilder property)
author (certifai.scanner.builder.CertifaiModel property)
(certifai.scanner.builder.CertifaiScanBuilder property)
B
best_individuals (certifai.scanner.explanation_utils.CounterfactualExplanation property)
bind (certifai.model.utils.gunicorn_conf.GunicornOpt attribute)
buckets (certifai.scanner.builder.CertifaiGroupingFeature property)
C
categorical() (certifai.scanner.builder.CertifaiFeatureDataType static method)
certifai
module
certifai.model
module
certifai.model.sdk
module
certifai.model.sdk.composed_wrapper
module
certifai.model.sdk.pandas_adapter
module
certifai.model.sdk.simple_wrapper
module
certifai.model.utils
module
certifai.model.utils.gunicorn_conf
module
certifai.model.utils.http_util
module
certifai.model.utils.types
module
certifai.scanner
module
certifai.scanner.builder
module
certifai.scanner.explanation_utils
module
certifai.scanner.report_reader
module
certifai.scanner.report_utils
module
certifai_metric (certifai.scanner.builder.CertifaiModelMetric property)
CertifaiDataSchema (class in certifai.scanner.builder)
CertifaiDataset (class in certifai.scanner.builder)
CertifaiDatasetSource (class in certifai.scanner.builder)
CertifaiFeatureDataType (class in certifai.scanner.builder)
CertifaiFeatureRestriction (class in certifai.scanner.builder)
CertifaiFeatureSchema (class in certifai.scanner.builder)
CertifaiGroupingBucket (class in certifai.scanner.builder)
CertifaiGroupingFeature (class in certifai.scanner.builder)
CertifaiModel (class in certifai.scanner.builder)
CertifaiModelConnector (class in certifai.scanner.builder)
CertifaiModelMetric (class in certifai.scanner.builder)
CertifaiOutcomeValue (class in certifai.scanner.builder)
CertifaiPredictionTask (class in certifai.scanner.builder)
CertifaiPredictorWrapper (class in certifai.scanner.builder)
CertifaiScanBuilder (class in certifai.scanner.builder)
CertifaiTaskOutcomes (class in certifai.scanner.builder)
children (certifai.scanner.report_utils.Score attribute)
class_expected_score (certifai.scanner.explanation_utils.ShapExplanation property)
class_name (certifai.scanner.builder.CertifaiModelConnector property)
classification() (certifai.scanner.builder.CertifaiTaskOutcomes static method)
ComposedModelWrapper (class in certifai.model.sdk)
(class in certifai.model.sdk.composed_wrapper)
confidence_bounds (certifai.scanner.report_utils.Score attribute)
confidence_percent (certifai.scanner.report_utils.ConfidenceBounds attribute)
ConfidenceBounds (class in certifai.scanner.report_utils)
connector (certifai.scanner.builder.CertifaiModel property)
constant() (certifai.scanner.builder.CertifaiFeatureRestriction static method)
construct_explanations_dataframe() (in module certifai.scanner.explanation_utils)
construct_feature_scores_dataframe() (in module certifai.scanner.report_utils)
construct_group_scores_dataframe() (in module certifai.scanner.report_utils)
construct_overall_scores_dataframe() (in module certifai.scanner.report_utils)
construct_scores_dataframe() (in module certifai.scanner.report_utils)
construct_shap_dataframe() (in module certifai.scanner.explanation_utils)
context (certifai.scanner.report_utils.Score attribute)
contribution (certifai.scanner.explanation_utils.CounterfactualExplanation property)
(certifai.scanner.explanation_utils.Explanation property)
(certifai.scanner.explanation_utils.ShapExplanation property)
Counterfactual (class in certifai.scanner.explanation_utils)
counterfactual_changes() (in module certifai.scanner.explanation_utils)
counterfactual_explanation() (certifai.scanner.explanation_utils.ExplainedPrediction static method)
counterfactual_feature_frequency() (in module certifai.scanner.explanation_utils)
counterfactual_type (certifai.scanner.explanation_utils.Counterfactual property)
CounterfactualExplanation (class in certifai.scanner.explanation_utils)
create() (certifai.scanner.builder.CertifaiScanBuilder static method)
critical (certifai.model.utils.gunicorn_conf.LogLevelEnum attribute)
csv() (certifai.scanner.builder.CertifaiDatasetSource static method)
D
data (certifai.scanner.explanation_utils.Counterfactual property)
data_type (certifai.scanner.builder.CertifaiFeatureSchema property)
dataframe() (certifai.scanner.builder.CertifaiDatasetSource static method)
dataset_schema (certifai.scanner.builder.CertifaiScanBuilder property)
datasets (certifai.scanner.builder.CertifaiScanBuilder property)
debug (certifai.model.utils.gunicorn_conf.LogLevelEnum attribute)
defined_feature_order (certifai.scanner.builder.CertifaiDataSchema property)
description (certifai.scanner.builder.CertifaiGroupingBucket property)
(certifai.scanner.builder.CertifaiModel property)
(certifai.scanner.builder.CertifaiModelConnector property)
drop_metadata_columns() (in module certifai.scanner.explanation_utils)
E
error (certifai.model.utils.gunicorn_conf.LogLevelEnum attribute)
evaluation_dataset_id (certifai.scanner.builder.CertifaiScanBuilder property)
evaluation_description (certifai.scanner.builder.CertifaiScanBuilder property)
evaluation_environment (certifai.scanner.builder.CertifaiScanBuilder property)
evaluation_name (certifai.scanner.builder.CertifaiScanBuilder property)
evaluation_types (certifai.scanner.builder.CertifaiScanBuilder property)
ExplainedPrediction (class in certifai.scanner.explanation_utils)
explanation (certifai.scanner.explanation_utils.ExplainedPrediction property)
(certifai.scanner.explanation_utils.IExplainedPrediction property)
Explanation (class in certifai.scanner.explanation_utils)
explanation_dataset_id (certifai.scanner.builder.CertifaiScanBuilder property)
explanation_type (certifai.scanner.explanation_utils.ExplainedPrediction property)
(certifai.scanner.explanation_utils.IExplainedPrediction property)
explanation_types (certifai.scanner.builder.CertifaiScanBuilder property)
explanations() (in module certifai.scanner.explanation_utils)
explanations_dataframe_metadata_columns() (in module certifai.scanner.explanation_utils)
explanations_from_list() (in module certifai.scanner.explanation_utils)
extract_variant_sets() (in module certifai.scanner.explanation_utils)
extract_yaml() (certifai.scanner.builder.CertifaiScanBuilder method)
F
fairness_grouping_features (certifai.scanner.builder.CertifaiScanBuilder property)
fairness_metrics (certifai.scanner.builder.CertifaiScanBuilder property)
favorable_outcome (certifai.scanner.builder.CertifaiPredictionTask property)
favorable_outcome_group_name (certifai.scanner.builder.CertifaiPredictionTask property)
feature_restrictions (certifai.scanner.builder.CertifaiScanBuilder property)
feature_weights (certifai.scanner.explanation_utils.ShapExplanation property)
features (certifai.scanner.builder.CertifaiDataSchema property)
fetch_model_binary() (in module certifai.model.utils.http_util)
field_names (certifai.scanner.explanation_utils.ExplainedPrediction property)
(certifai.scanner.explanation_utils.IExplainedPrediction property)
fitness (certifai.scanner.explanation_utils.Counterfactual property)
fixed_amount() (certifai.scanner.builder.CertifaiFeatureRestriction static method)
float() (certifai.scanner.builder.CertifaiFeatureDataType static method)
from_file() (certifai.scanner.builder.CertifaiScanBuilder static method)
from_yaml() (certifai.scanner.builder.CertifaiScanBuilder static method)
G
gevent (certifai.model.utils.gunicorn_conf.WorkerTypeEnum attribute)
gthread (certifai.model.utils.gunicorn_conf.WorkerTypeEnum attribute)
GunicornOpt (class in certifai.model.utils.gunicorn_conf)
H
hidden_feature_names (certifai.scanner.builder.CertifaiDataSchema property)
high (certifai.scanner.report_utils.ConfidenceBounds attribute)
hyper_parameter_overrides (certifai.scanner.builder.CertifaiScanBuilder property)
I
id (certifai.scanner.builder.CertifaiModel property)
IExplainedPrediction (class in certifai.scanner.explanation_utils)
infer_features_from_data() (certifai.scanner.builder.CertifaiDataSchema method)
info (certifai.model.utils.gunicorn_conf.LogLevelEnum attribute)
insert_feature() (certifai.scanner.builder.CertifaiDataSchema method)
instance (certifai.scanner.explanation_utils.ExplainedPrediction property)
(certifai.scanner.explanation_utils.IExplainedPrediction property)
int() (certifai.scanner.builder.CertifaiFeatureDataType static method)
J
json() (certifai.scanner.builder.CertifaiDatasetSource static method)
json_strict (certifai.scanner.builder.CertifaiModel property)
L
labels (certifai.model.sdk.PredictResponse attribute)
(certifai.model.sdk.simple_wrapper.PredictResponse attribute)
last_favorable_prediction (certifai.scanner.builder.CertifaiPredictionTask property)
list_scans() (certifai.scanner.report_reader.ScanReportReader method)
list_usecases() (certifai.scanner.report_reader.ScanReportReader method)
load_scan() (certifai.scanner.report_reader.ScanReportReader method)
local_predictor (certifai.scanner.builder.CertifaiModel property)
log_level (certifai.model.utils.gunicorn_conf.GunicornOpt attribute)
LogLevelEnum (class in certifai.model.utils.gunicorn_conf)
low (certifai.scanner.report_utils.ConfidenceBounds attribute)
M
max (certifai.scanner.builder.CertifaiGroupingBucket property)
max_batch_size (certifai.scanner.builder.CertifaiModel property)
metrics (certifai.scanner.builder.CertifaiScanBuilder property)
model (certifai.scanner.builder.CertifaiPredictorWrapper property)
model_args (certifai.scanner.builder.CertifaiModelConnector property)
model_headers (certifai.scanner.builder.CertifaiScanBuilder property)
model_secrets (certifai.scanner.builder.CertifaiModelConnector property)
models (certifai.scanner.builder.CertifaiScanBuilder property)
ModelTypesEnum (class in certifai.model.utils.types)
module
certifai
certifai.model
certifai.model.sdk
certifai.model.sdk.composed_wrapper
certifai.model.sdk.pandas_adapter
certifai.model.sdk.simple_wrapper
certifai.model.utils
certifai.model.utils.gunicorn_conf
certifai.model.utils.http_util
certifai.model.utils.types
certifai.scanner
certifai.scanner.builder
certifai.scanner.explanation_utils
certifai.scanner.report_reader
certifai.scanner.report_utils
module_name (certifai.scanner.builder.CertifaiModelConnector property)
mojo (certifai.model.utils.types.ModelTypesEnum attribute)
monitored_features (certifai.scanner.builder.CertifaiScanBuilder property)
N
name (certifai.scanner.builder.CertifaiFeatureSchema property)
(certifai.scanner.builder.CertifaiGroupingFeature property)
(certifai.scanner.builder.CertifaiModel property)
(certifai.scanner.builder.CertifaiModelConnector property)
(certifai.scanner.builder.CertifaiModelMetric property)
(certifai.scanner.report_utils.Score attribute)
no_model_access (certifai.scanner.builder.CertifaiScanBuilder property)
O
outcome_feature_name (certifai.scanner.builder.CertifaiDataSchema property)
output_path (certifai.scanner.builder.CertifaiScanBuilder property)
P
PandasModelWrapper (class in certifai.model.sdk)
(class in certifai.model.sdk.pandas_adapter)
percentage() (certifai.scanner.builder.CertifaiFeatureRestriction static method)
performance_metric_values (certifai.scanner.builder.CertifaiModel property)
predict() (certifai.model.sdk.composed_wrapper.ComposedModelWrapper method)
(certifai.model.sdk.ComposedModelWrapper method)
(certifai.model.sdk.pandas_adapter.PandasModelWrapper method)
(certifai.model.sdk.PandasModelWrapper method)
(certifai.model.sdk.simple_wrapper.SimpleModelWrapper method)
(certifai.model.sdk.SimpleModelWrapper method)
predict_endpoint (certifai.scanner.builder.CertifaiModel property)
predict_raw() (certifai.model.sdk.pandas_adapter.PandasModelWrapper method)
(certifai.model.sdk.PandasModelWrapper method)
(certifai.model.sdk.simple_wrapper.SimpleModelWrapper method)
(certifai.model.sdk.SimpleModelWrapper method)
predicted_outcome_feature_name (certifai.scanner.builder.CertifaiDataSchema property)
prediction (certifai.scanner.explanation_utils.Counterfactual property)
(certifai.scanner.explanation_utils.ExplainedPrediction property)
(certifai.scanner.explanation_utils.IExplainedPrediction property)
prediction_description (certifai.scanner.builder.CertifaiPredictionTask property)
prediction_favorability (certifai.scanner.builder.CertifaiPredictionTask property)
(certifai.scanner.builder.CertifaiTaskOutcomes property)
prediction_task (certifai.scanner.builder.CertifaiScanBuilder property)
prediction_value_order (certifai.scanner.builder.CertifaiModel property)
prediction_values (certifai.scanner.builder.CertifaiPredictionTask property)
predictions (certifai.model.sdk.PredictResponse attribute)
(certifai.model.sdk.simple_wrapper.PredictResponse attribute)
PredictResponse (class in certifai.model.sdk)
(class in certifai.model.sdk.simple_wrapper)
primary_explanation_type (certifai.scanner.builder.CertifaiScanBuilder property)
primary_fairness_metric (certifai.scanner.builder.CertifaiScanBuilder property)
R
range() (certifai.scanner.builder.CertifaiFeatureRestriction static method)
reference_dataset_id (certifai.scanner.builder.CertifaiScanBuilder property)
regression() (certifai.scanner.builder.CertifaiTaskOutcomes static method)
regression_absolute_percentile (certifai.scanner.builder.CertifaiPredictionTask property)
regression_absolute_threshold (certifai.scanner.builder.CertifaiPredictionTask property)
regression_standard_deviation (certifai.scanner.builder.CertifaiPredictionTask property)
remove_dataset() (certifai.scanner.builder.CertifaiScanBuilder method)
remove_evaluation_type() (certifai.scanner.builder.CertifaiScanBuilder method)
remove_explanation_type() (certifai.scanner.builder.CertifaiScanBuilder method)
remove_fairness_grouping_feature() (certifai.scanner.builder.CertifaiScanBuilder method)
remove_fairness_metric() (certifai.scanner.builder.CertifaiScanBuilder method)
remove_feature() (certifai.scanner.builder.CertifaiDataSchema method)
remove_feature_restriction() (certifai.scanner.builder.CertifaiScanBuilder method)
remove_metric() (certifai.scanner.builder.CertifaiScanBuilder method)
remove_model() (certifai.scanner.builder.CertifaiScanBuilder method)
remove_model_header() (certifai.scanner.builder.CertifaiScanBuilder method)
remove_monitored_feature() (certifai.scanner.builder.CertifaiScanBuilder method)
remove_performance_metric_value() (certifai.scanner.builder.CertifaiModel method)
run() (certifai.model.sdk.composed_wrapper.ComposedModelWrapper method)
(certifai.model.sdk.ComposedModelWrapper method)
(certifai.model.sdk.simple_wrapper.SimpleModelWrapper method)
(certifai.model.sdk.SimpleModelWrapper method)
(certifai.scanner.builder.CertifaiScanBuilder method)
run_explain() (certifai.scanner.builder.CertifaiScanBuilder method)
run_preflight() (certifai.scanner.builder.CertifaiScanBuilder method)
S
save() (certifai.scanner.builder.CertifaiScanBuilder method)
ScanReportReader (class in certifai.scanner.report_reader)
Score (class in certifai.scanner.report_utils)
scores (certifai.model.sdk.PredictResponse attribute)
(certifai.model.sdk.simple_wrapper.PredictResponse attribute)
scores() (in module certifai.scanner.report_utils)
set_global_imports() (certifai.model.sdk.simple_wrapper.SimpleModelWrapper method)
(certifai.model.sdk.SimpleModelWrapper method)
shap_explanation() (certifai.scanner.explanation_utils.ExplainedPrediction static method)
shap_feature_weights() (in module certifai.scanner.explanation_utils)
ShapExplanation (class in certifai.scanner.explanation_utils)
SimpleModelWrapper (class in certifai.model.sdk)
(class in certifai.model.sdk.simple_wrapper)
soft_predict() (certifai.model.sdk.pandas_adapter.PandasModelWrapper method)
(certifai.model.sdk.PandasModelWrapper method)
(certifai.model.sdk.simple_wrapper.SimpleModelWrapper method)
(certifai.model.sdk.SimpleModelWrapper method)
standard_deviation() (certifai.scanner.builder.CertifaiFeatureRestriction static method)
supports_soft_scoring (certifai.scanner.builder.CertifaiModel property)
sync (certifai.model.utils.gunicorn_conf.WorkerTypeEnum attribute)
T
task_type (certifai.scanner.builder.CertifaiPredictionTask property)
(certifai.scanner.builder.CertifaiTaskOutcomes property)
template (certifai.scanner.builder.CertifaiScanBuilder property)
test_dataset_id (certifai.scanner.builder.CertifaiScanBuilder property)
threshold (certifai.model.sdk.PredictResponse attribute)
(certifai.model.sdk.simple_wrapper.PredictResponse attribute)
timeout (certifai.model.utils.gunicorn_conf.GunicornOpt attribute)
to_numpy() (in module certifai.model.sdk.pandas_adapter)
type_name (certifai.scanner.report_utils.Score attribute)
U
unfavorable_outcome_group_name (certifai.scanner.builder.CertifaiPredictionTask property)
update_feature() (certifai.scanner.builder.CertifaiDataSchema method)
use_case_id (certifai.scanner.builder.CertifaiScanBuilder property)
use_case_name (certifai.scanner.builder.CertifaiScanBuilder property)
V
value (certifai.scanner.report_utils.Score attribute)
value_dict (certifai.scanner.builder.CertifaiDatasetSource property)
(certifai.scanner.builder.CertifaiFeatureDataType property)
(certifai.scanner.builder.CertifaiFeatureRestriction property)
value_map() (certifai.scanner.builder.CertifaiFeatureRestriction static method)
value_set() (certifai.scanner.builder.CertifaiFeatureRestriction static method)
values (certifai.scanner.builder.CertifaiGroupingBucket property)
version (certifai.scanner.builder.CertifaiModel property)
W
warning (certifai.model.utils.gunicorn_conf.LogLevelEnum attribute)
worker_class (certifai.model.utils.gunicorn_conf.GunicornOpt attribute)
workers (certifai.model.utils.gunicorn_conf.GunicornOpt attribute)
WorkerTypeEnum (class in certifai.model.utils.gunicorn_conf)