mosesyhc / LCGP / 16935777839

coverage: 97.763% (+6.2%) from 91.538%
16935777839

Pull #12

github

web-flow 
Merge 12d3f0920 into 4a2aa04a5
Pull Request #12: Replacing pytorch with tensorflow for using native L-BFGS with autograd

302 of 309 new or added lines in 8 files covered. (97.73%)

1 existing line in 1 file now uncovered.

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95.0
/lcgp/tests/test_training.py
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import pytest
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import numpy as np
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import copy
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from lcgp import LCGP




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class TestTraining:




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    @pytest.mark.parametrize('submethod', ['full'])  #, 'elbo', 'proflik'])




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    def test_fit(self, submethod):




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        x = np.linspace(0, 1, 40)




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        y = np.reshape(copy.copy(x), (1, 40))




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        model = LCGP(y=y, x=x, submethod=submethod)




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        model.fit()




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        model.predict(x0=x)




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        # model.predict(x0=x, return_fullcov=True)










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        # model.forward(x0=x)











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        model.get_param()




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        # model.get_param_grad()










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    def test_invalid_submethod(self):




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        x = np.linspace(0, 1, 40)




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        y = np.reshape(copy.copy(x), (1, 40))




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        model = LCGP(y=y, x=x, submethod='null')




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        with pytest.raises(ValueError):




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            model.fit()




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            model.predict(x0=x)




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