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migrate fitc to pytest

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This commit is contained in:
Martin Bubel 2023-10-04 21:35:09 +02:00
parent ba1c5d8b49
commit 59657bc49d
1 changed files with 6 additions and 5 deletions
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11
GPy/testing/fitc.py
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@ -1,13 +1,12 @@
# Copyright (c) 2014, James Hensman
# Licensed under the BSD 3-clause license (see LICENSE.txt)
import unittest
import numpy as np
import GPy
class FITCtest(unittest.TestCase):
def setUp(self):
class FITCtest:
def setup(self):
######################################
# # 1 dimensional example
@ -27,11 +26,13 @@ class FITCtest(unittest.TestCase):
)
def test_fitc_1d(self):
self.setup()
m = GPy.models.SparseGPRegression(self.X1D, self.Y1D)
m.inference_method = GPy.inference.latent_function_inference.FITC()
self.assertTrue(m.checkgrad())
assert m.checkgrad(), "Gradient check failed!"
def test_fitc_2d(self):
self.setup()
m = GPy.models.SparseGPRegression(self.X2D, self.Y2D)
m.inference_method = GPy.inference.latent_function_inference.FITC()
self.assertTrue(m.checkgrad())
assert m.checkgrad(), "Gradient check failed!"