Human-First AI (H1st)
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Human-First AI Manifesto
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B
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C
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D
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F
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H
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X
_
__get_model_build_params() (regression.XGBRegressionModeler method)
__theme__ (in module core.viz)
_add_and_connect() (h1flow.h1flow.Graph method)
_connect_nodes() (h1flow.h1flow.Graph method)
_DEFAULT_STORAGE (model.repository.model_repository.ModelRepository attribute)
_deserialize_basic_obj() (model.repository.model_repository.ModelSerDe method)
_deserialize_dict() (model.repository.model_repository.ModelSerDe method)
_deserialize_rule_engine() (model.repository.model_repository.ModelSerDe method)
_deserialize_single_model() (model.repository.model_repository.ModelSerDe method)
_discover_module() (in module model.repository.explorer)
_execute() (h1flow.h1step.Node method)
_execute_one() (h1flow.h1flow.Graph method)
_generate_id() (h1flow.h1flow.Graph method)
_get_edge_data() (h1flow.h1step.Decision method)
(h1flow.h1step.Node method)
_get_key() (model.repository.model_repository.ModelRepository method)
_get_model_type() (model.repository.model_repository.ModelSerDe method)
_get_rule_engine_type() (model.repository.model_repository.ModelSerDe method)
_get_supported_rule_engines() (model.repository.model_repository.ModelSerDe method)
_is_builtin_class_instance() (model.repository.model_repository.ModelSerDe method)
_NAMESPACE (model.repository.model_repository.ModelRepository attribute)
_repr_svg_() (core.viz.DotGraphVisualizer method)
_serialize_basic_obj() (model.repository.model_repository.ModelSerDe method)
_serialize_dict() (model.repository.model_repository.ModelSerDe method)
_serialize_rule_engine() (model.repository.model_repository.ModelSerDe method)
_serialize_single_model() (model.repository.model_repository.ModelSerDe method)
_stream_handler (in module core.context)
_tar_create() (in module model.repository.model_repository)
_tar_extract() (in module model.repository.model_repository)
_to_key() (local.LocalStorage method)
(s3.S3Storage method)
_validate_output() (h1flow.h1step.Decision method)
(h1flow.h1step.Node method)
_wrap_and_add() (h1flow.h1flow.Graph method)
A
ACCOUNTABLE (trust.enums.Aspect attribute)
Action (class in h1flow.h1step)
add() (h1flow.h1flow.Graph method)
(h1flow.h1step.Node method)
ANY (trust.enums.Aspect attribute)
(trust.enums.Constituency attribute)
apply_threshold() (classifier.XGBClassifierModel method)
Aspect (class in trust.enums)
audit_trail_delete() (trust.auditable.Auditable method)
audit_trail_get() (trust.auditable.Auditable method)
audit_trail_set() (trust.auditable.Auditable method)
audit_trailing (trust.auditable.Auditable property)
Auditable (class in trust.auditable)
B
base
module
build_model() (regression.XGBRegressionModeler method)
BUSINESS_MANAGER (trust.enums.Constituency attribute)
C
call() (h1flow.h1step.Node method)
(h1flow.h1step.NoOp method)
(h1flow.h1step_containable.NodeContainable method)
classifier
module
clusterize_node() (core.viz.DotGraphVisualizer method)
Constituency (class in trust.enums)
CONSUMER (trust.enums.Constituency attribute)
Context (class in core.context)
core
module
core.context
module
core.viz
module
CUSTOMER (trust.enums.Constituency attribute)
D
data_description() (trust.decision.Decision method)
(trust.describer.Describer method)
DATA_SCIENTIST (trust.enums.Constituency attribute)
debias() (trust.debiasable.Debiasable method)
Debiasable (class in trust.debiasable)
Decision (class in h1flow.h1step)
(class in trust.decision)
decision_description() (trust.explainer.Explainer method)
decision_explainer() (trust.decision.Decision method)
delete() (base.Storage method)
(local.LocalStorage method)
(model.repository.model_repository.ModelRepository method)
(s3.S3Storage method)
delete_namespace() (base.Storage method)
(local.LocalStorage method)
Describable (class in trust.describable)
describe() (h1flow.h1flow.Graph method)
(trust.describable.Describable method)
Describer (class in trust.describer)
description (trust.describable.Describable property)
deserialize() (model.repository.model_repository.ModelSerDe method)
discover_h1st_project() (in module core.context)
discover_models() (model.repository.explorer.ModelExplorer method)
DotGraphVisualizer (class in core.viz)
download() (model.repository.model_repository.ModelRepository method)
E
edges (h1flow.h1step.Node property)
end() (h1flow.h1flow.Graph method)
EngineNotAvailableException
evaluate() (model.model.Model method)
evaluate_model() (regression.XGBRegressionModel method)
(regression.XGBRegressionModeler method)
evaluate_regression_base_model() (in module utils)
exceptions
module
exceptions.exception
module
execute() (h1flow.h1flow.Graph method)
(h1flow.temp_step.H1Step method)
exists() (base.Storage method)
(local.LocalStorage method)
(s3.S3Storage method)
explain() (h1flow.h1flow.Graph method)
(trust.explainable.Explainable method)
explain_decision() (trust.lime_model_explainer.LIMEModelExplainer method)
Explainable (class in trust.explainable)
Explainer (class in trust.explainer)
explorer (in module model.repository.explorer)
extratree_rank_features() (in module utils)
F
FUNCTIONAL (trust.enums.Aspect attribute)
G
generate_report() (trust.describer.Describer method)
(trust.explainer.Explainer method)
get_bytes() (base.Storage method)
(local.LocalStorage method)
(s3.S3Storage method)
get_metrics() (in module utils)
get_model_repo() (model.repository.model_repository.ModelRepository class method)
get_obj() (base.Storage method)
(local.LocalStorage method)
(s3.S3Storage method)
get_shap_describer() (trust.shap_model_describer.SHAPModelDescriber method)
get_shap_values() (trust.shap_model_describer.SHAPModelDescriber method)
Graph (class in h1flow.h1flow)
graph (h1flow.h1step.Node property)
(h1flow.h1step_containable.NodeContainable property)
GraphException
GraphVisitor (class in core.viz)
H
h1flow
module
h1flow.h1flow
module
h1flow.h1step
module
h1flow.h1step_containable
module
h1flow.temp_step
module
h1flow.ui
module
h1flow.ui.has_ui
module
h1flow.ui.has_web_ui
module
H1Step (class in h1flow.temp_step)
H1StepWithWebUI (class in h1flow.temp_step)
handle_default() (h1flow.ui.has_web_ui.HasWebUI method)
handle_delete() (h1flow.ui.has_web_ui.HasWebUI method)
handle_get() (h1flow.ui.has_ui.HasWebUI method)
(h1flow.ui.has_web_ui.HasWebUI method)
handle_post() (h1flow.ui.has_ui.HasWebUI method)
(h1flow.ui.has_web_ui.HasWebUI method)
handle_put() (h1flow.ui.has_web_ui.HasWebUI method)
handle_request() (h1flow.ui.has_ui.HasWebUI method)
(h1flow.ui.has_web_ui.HasWebUI method)
HasWebUI (class in h1flow.ui.has_ui)
(class in h1flow.ui.has_web_ui)
I
id (h1flow.h1step.Node property)
init() (in module core.context)
init_model_repo() (core.context.Context class method)
input_key (regression.XGBRegressionModel attribute)
L
LEGISLATOR (trust.enums.Constituency attribute)
lime_explainer() (trust.lime_model_explainer.LIMEModelExplainer method)
LIMEModelExplainer (class in trust.lime_model_explainer)
list_keys() (base.Storage method)
(local.LocalStorage method)
load() (model.model.Model method)
(model.repository.model_repository.ModelRepository method)
local
module
LocalStorage (class in local)
logger (in module model.repository.explorer)
M
METAINFO_FILE (model.repository.model_repository.ModelSerDe attribute)
METRICS_PATH (model.repository.model_repository.ModelSerDe attribute)
model
module
Model (class in model.model)
model.model
module
model.repository
module
model.repository.explorer
module
model.repository.model_repository
module
model_class (classifier.XGBClassifierModeler attribute)
(regression.XGBRegressionModeler attribute)
model_description() (trust.decision.Decision method)
(trust.describer.Describer method)
MODEL_FILE_NAME (in module model.repository.explorer)
ModelException
ModelExplorer (class in model.repository.explorer)
ModelRepository (class in model.repository.model_repository)
ModelSerDe (class in model.repository.model_repository)
module
base
classifier
core
core.context
core.viz
exceptions
exceptions.exception
h1flow
h1flow.h1flow
h1flow.h1step
h1flow.h1step_containable
h1flow.temp_step
h1flow.ui
h1flow.ui.has_ui
h1flow.ui.has_web_ui
local
model
model.model
model.repository
model.repository.explorer
model.repository.model_repository
regression
s3
trust
trust.auditable
trust.debiasable
trust.decision
trust.describable
trust.describer
trust.enums
trust.explainable
trust.explainer
trust.lime_model_explainer
trust.output_formatters
trust.shap_model_describer
trust.trustable
utils
N
name (classifier.XGBClassifierModel attribute)
(regression.XGBRegressionModel attribute)
Node (class in h1flow.h1step)
node (h1flow.h1step_containable.NodeContainable property)
NodeContainable (class in h1flow.h1step_containable)
nodes (h1flow.h1flow.Graph property)
NoOp (class in h1flow.h1step)
O
OPERATIONAL (trust.enums.Aspect attribute)
OTHER (trust.enums.Aspect attribute)
(trust.enums.Constituency attribute)
output_key (regression.XGBRegressionModel attribute)
OutputFormatters (class in trust.output_formatters)
P
persist() (model.model.Model method)
(model.repository.model_repository.ModelRepository method)
plot_lime_explanation() (trust.lime_model_explainer.LIMEModelExplainer method)
plot_shap_describer() (trust.shap_model_describer.SHAPModelDescriber method)
predict() (classifier.XGBClassifierModel method)
(h1flow.h1flow.Graph method)
(model.model.Model method)
(regression.XGBRegressionModel method)
prepare_data() (regression.XGBRegressionModel method)
(regression.XGBRegressionModeler method)
R
regression
module
REGULATOR (trust.enums.Constituency attribute)
render_dot_action_node() (core.viz.GraphVisitor method)
render_dot_decision_node() (core.viz.GraphVisitor method)
render_dot_node() (core.viz.DotGraphVisualizer method)
render_dot_nodes() (core.viz.DotGraphVisualizer method)
render_node_label() (core.viz.GraphVisitor method)
render_node_name() (core.viz.GraphVisitor method)
render_topology() (core.viz.DotGraphVisualizer method)
RULE_DETAILS_PATH (model.repository.model_repository.ModelSerDe attribute)
RULE_ENGINE_PATH (model.repository.model_repository.ModelSerDe attribute)
S
s3
module
S3Storage (class in s3)
SchemaException
SEP (in module model.repository.model_repository)
serialize() (model.repository.model_repository.ModelSerDe method)
set_bytes() (base.Storage method)
(local.LocalStorage method)
(s3.S3Storage method)
set_obj() (base.Storage method)
(local.LocalStorage method)
(s3.S3Storage method)
set_threshold() (classifier.XGBClassifierModel method)
setup_logger() (in module core.context)
SHAPModelDescriber (class in trust.shap_model_describer)
start() (h1flow.h1flow.Graph method)
STATS_PATH (model.repository.model_repository.ModelSerDe attribute)
Storage (class in base)
T
theme (in module core.viz)
to_dot() (core.viz.DotGraphVisualizer method)
to_dot_node() (h1flow.h1step.Action method)
(h1flow.h1step.Decision method)
(h1flow.h1step.Node method)
train() (model.model.Model method)
(regression.XGBRegressionModel method)
train_base_model() (regression.XGBRegressionModeler method)
train_model() (regression.XGBRegressionModel method)
(regression.XGBRegressionModeler method)
transform_input (h1flow.h1step.Node property)
transform_output (h1flow.h1step.Node property)
trust
module
trust.auditable
module
trust.debiasable
module
trust.decision
module
trust.describable
module
trust.describer
module
trust.enums
module
trust.explainable
module
trust.explainer
module
trust.lime_model_explainer
module
trust.output_formatters
module
trust.shap_model_describer
module
trust.trustable
module
Trustable (class in trust.trustable)
U
USER (trust.enums.Constituency attribute)
utils
module
V
validate_output() (h1flow.h1step.Node method)
visualize() (h1flow.h1flow.Graph method)
X
xgb_grid_search() (in module utils)
XGBClassifierModel (class in classifier)
XGBClassifierModeler (class in classifier)
XGBRegressionModel (class in regression)
XGBRegressionModeler (class in regression)
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