Using your CAT

Now you've created your cat according to Creating a CAT, there are a number of ways you can use it. This section covers a few. See also the Examples.

When you've set up your CAT using CatRules, you can wrap it in a CatLoopConfig and run it with run_cat.

ComputerAdaptiveTesting.CatConfig.CatLoopConfig — Type

struct CatLoopConfig
CatLoopConfig(; rules=..., get_response=..., new_response_callback=...)

rules::Any: An object which implements the CAT engine. Implementations exist for:
- CatRules
- Stateful.StatefulCat

get_response::Any: The function (index, label) -> Int8` which obtains the testee's response for a given question, e.g. by prompting or simulation from data.

new_response_callback::Any: A callback called each time there is a new responses. If provided, it is passed (responses::TrackedResponses, terminating). Default: nothing

Configuration for a simulatable CAT.

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ComputerAdaptiveTesting.Sim.run_cat — Function

run_cat(cat_config::CatLoopConfig, item_bank::AbstractItemBank; ib_labels=nothing)

Run a given CatLoopConfig cat_config on the given item_bank. If ib_labels is not given, default labels of the form <<item #$index>> are passed to the callback.

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Run a given CatLoopConfig with a MaterializedDecisionTree

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Simulating CATs

You might like to use a response memory or simulated responses to simulate your CAT using auto_responder:

ComputerAdaptiveTesting.Sim.auto_responder — Function

auto_responder(
    responses
) -> ComputerAdaptiveTesting.Sim.var"#1#2"

This function constructs a next item function which automatically responds according to responses.

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In case your data is different you might like to modify the implementation:

function auto_responder(responses)
    function (index, label_)
        responses[index]
    end
end

auto_responder (generic function with 1 method)

Integrating into a user-facing applications

A simple interactive implementation of get_response(...) is prompt_response:

ComputerAdaptiveTesting.Sim.prompt_response — Function

prompt_response(index_, label) -> Int8

This response callback simply prompts the user for the response using the console

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For other types of interactivity you can modify the implementation:

function prompt_response(index_, label)
    println("Response for $label > ")
    parse(Int8, readline())
end

prompt_response (generic function with 1 method)