test_multidim_2pl.py

# MIT License

# Copyright (c) 2019 John Lalor <john.lalor@nd.edu> and Pedro Rodriguez <me@pedro.ai>

# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, including without limitation the rights
# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
# copies of the Software, and to permit persons to whom the Software is
# furnished to do so, subject to the following conditions:

# The above copyright notice and this permission notice shall be included in all
# copies or substantial portions of the Software.

# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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# SOFTWARE.


import unittest

from py_irt.config import IrtConfig
from py_irt.training import IrtModelTrainer


class TestMultidim2PL(unittest.TestCase):
    def test_training(self):
        config = IrtConfig(model_type="multidim_2pl", epochs=100, dims=3)
        trainer = IrtModelTrainer(config=config, data_path="test_fixtures/minitest.jsonlines")
        trainer.train(device="cpu")
        trainer.save("/tmp/parameters.json")