def test_galaxy10(self):
# make sure galaxy10 exists on Bovy's server
r = requests.head(_G10_ORIGIN, allow_redirects=True)
self.assertEqual(r.status_code, 200)
r.close()
galaxy10cls_lookup(0)
self.assertRaises(ValueError, galaxy10cls_lookup, 11)
def test_galaxy10sdss(self):
from astroNN.datasets.galaxy10sdss import galaxy10cls_lookup, galaxy10_confusion
# make sure galaxy10 exists on astro's server
r = requests.head(_G10_ORIGIN, allow_redirects=True)
self.assertEqual(r.status_code, 200)
r.close()
galaxy10cls_lookup(0)
self.assertRaises(ValueError, galaxy10cls_lookup, 11)
galaxy10_confusion(np.ones((10, 10)))
def Galaxy10CNN():
"""
NAME:
Galaxy10CNN
PURPOSE:
setup Galaxy10CNN from Cifar10CNN with Galaxy10 parameter
INPUT:
OUTPUT:
(instance): a callable instances from Cifar10_CNN with Galaxy10 parameter
HISTORY:
2018-Feb-09 - Written - Henry Leung (University of Toronto)
2018-Apr-02 - Update - Henry Leung (University of Toronto)
"""
from astroNN.datasets.galaxy10 import galaxy10cls_lookup
galaxy10_net = Cifar10CNN()
galaxy10_net._model_identifier = 'Galaxy10CNN'
targetname = []
for i in range(10):
targetname.extend([galaxy10cls_lookup(i)])
galaxy10_net.targetname = targetname
return galaxy10_net