anomed-challenge 0.0.5

A library aiding to create challenges for the AnoMed competition platform.

Challenge

A library aiding to create challenges for the AnoMed competition platform.

Usage Example

import numpy as np

import anomed_challenge as challenge
from anomed_challenge import InMemoryNumpyArrays


example_challenge = challenge.SupervisedLearningMIAChallenge(
    training_data=InMemoryNumpyArrays(X=np.arange(70), y=np.arange(70)),
    tuning_data=InMemoryNumpyArrays(X=np.arange(30), y=np.arange(30)),
    validation_data=InMemoryNumpyArrays(X=np.arange(20), y=np.arange(20)),
    anonymizer_evaluator=challenge.strict_binary_accuracy,
    MIA_evaluator=challenge.evaluate_MIA,
)
app = challenge.supervised_learning_MIA_challenge_server_factory(
    example_challenge
)