seismometer.controls.explore.ExplorationCohortOutcomeInterventionEvaluationWidget

class seismometer.controls.explore.ExplorationCohortOutcomeInterventionEvaluationWidget(**kwargs)

A widget for exploring the model outcomes and interventions based on the subgroups of a cohort column.

Parameters:
  • title (str)

  • plot_function (Callable[[...], Any])

__init__(title, plot_function)

Exploration widget for plotting of interventions and outcomes across categories in a cohort group.

Parameters:
  • title (str) – Title of the control.

  • plot_function (Callable[..., Any]) –

    Expected to have the following signature:

    def plot_function(
        cohorts_col: str
        cohort_subgroups: tuple[Any]
        outcome: str,
        intervention: str,
        reference_time: str) -> Any
    

Methods

__init__(title, plot_function)

Exploration widget for plotting of interventions and outcomes across categories in a cohort group.

add_class(className)

Adds a class to the top level element of the widget.

add_traits(**traits)

Dynamically add trait attributes to the Widget.

blur()

Blur the widget.

class_own_trait_events(name)

Get a dict of all event handlers defined on this class, not a parent.

class_own_traits(**metadata)

Get a dict of all the traitlets defined on this class, not a parent.

class_trait_names(**metadata)

Get a list of all the names of this class' traits.

class_traits(**metadata)

Get a dict of all the traits of this class.

close()

Close method.

close_all()

focus()

Focus on the widget.

generate_plot_args()

Generates the plot arguments for the model evaluation plot.

generate_plot_code([plot_args, plot_kwargs])

String representation of the plot's code.

get_manager_state([drop_defaults, widgets])

Returns the full state for a widget manager for embedding

get_state([key, drop_defaults])

Gets the widget state, or a piece of it.

get_view_spec()

handle_comm_opened(comm, msg)

Static method, called when a widget is constructed.

handle_control_comm_opened(comm, msg)

Class method, called when the comm-open message on the "jupyter.widget.control" comm channel is received

has_trait(name)

Returns True if the object has a trait with the specified name.

hold_sync()

Hold syncing any state until the outermost context manager exits

hold_trait_notifications()

Context manager for bundling trait change notifications and cross validation.

notify_change(change)

Called when a property has changed.

observe(handler[, names, type])

Setup a handler to be called when a trait changes.

on_msg(callback[, remove])

(Un)Register a custom msg receive callback.

on_trait_change([handler, name, remove])

DEPRECATED: Setup a handler to be called when a trait changes.

on_widget_constructed(callback)

Registers a callback to be called when a widget is constructed.

open()

Open a comm to the frontend if one isn't already open.

remove_class(className)

Removes a class from the top level element of the widget.

send(content[, buffers])

Sends a custom msg to the widget model in the front-end.

send_state([key])

Sends the widget state, or a piece of it, to the front-end, if it exists.

set_state(sync_data)

Called when a state is received from the front-end.

set_trait(name, value)

Forcibly sets trait attribute, including read-only attributes.

setup_instance(**kwargs)

This is called before self.__init__ is called.

trait_defaults(*names, **metadata)

Return a trait's default value or a dictionary of them

trait_events([name])

Get a dict of all the event handlers of this class.

trait_has_value(name)

Returns True if the specified trait has a value.

trait_metadata(traitname, key[, default])

Get metadata values for trait by key.

trait_names(**metadata)

Get a list of all the names of this class' traits.

trait_values(**metadata)

A dict of trait names and their values.

traits(**metadata)

Get a dict of all the traits of this class.

unobserve(handler[, names, type])

Remove a trait change handler.

unobserve_all([name])

Remove trait change handlers of any type for the specified name.

update_plot([initial])

Attributes

NO_CODE_STRING

box_style

Use a predefined styling for the box.

children

List of widget children

comm

A trait which allows any value.

cross_validation_lock

A contextmanager for running a block with our cross validation lock set to True.

disabled

If the widget is disabled.

keys

The traits which are synced.

layout

An instance trait which coerces a dict to an instance.

log

A trait whose value must be an instance of a specified class.

model_id

Gets the model id of this widget.

show_code

If the widget should show the plot's code.

tabbable

Is widget tabbable?

tooltip

A tooltip caption.

widget_types

widgets