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annotate code_tutoriel/test.py @ 582:9ebb335ca904

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techreport.tex
author Yoshua Bengio <bengioy@iro.umontreal.ca>
date Sat, 18 Sep 2010 16:32:08 -0400
parents 4bc5eeec6394
children
rev   line source
165
4bc5eeec6394 Updating the tutorial code to the latest revisions.
Dumitru Erhan <dumitru.erhan@gmail.com>
parents:
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1 #import convolutional_mlp, dbn, logistic_cg, logistic_sgd, mlp, rbm, SdA_loops, SdA
4bc5eeec6394 Updating the tutorial code to the latest revisions.
Dumitru Erhan <dumitru.erhan@gmail.com>
parents:
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2 import convolutional_mlp, logistic_cg, logistic_sgd, mlp, SdA
4bc5eeec6394 Updating the tutorial code to the latest revisions.
Dumitru Erhan <dumitru.erhan@gmail.com>
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3 from nose.plugins.skip import SkipTest
4bc5eeec6394 Updating the tutorial code to the latest revisions.
Dumitru Erhan <dumitru.erhan@gmail.com>
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4 #TODO: dbn, rbm, SdA, SdA_loops, convolutional_mlp
4bc5eeec6394 Updating the tutorial code to the latest revisions.
Dumitru Erhan <dumitru.erhan@gmail.com>
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5 def test_logistic_sgd():
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Dumitru Erhan <dumitru.erhan@gmail.com>
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6 logistic_sgd.sgd_optimization_mnist(n_epochs=10)
4bc5eeec6394 Updating the tutorial code to the latest revisions.
Dumitru Erhan <dumitru.erhan@gmail.com>
parents:
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7 def test_logistic_cg():
4bc5eeec6394 Updating the tutorial code to the latest revisions.
Dumitru Erhan <dumitru.erhan@gmail.com>
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8 logistic_cg.cg_optimization_mnist(n_epochs=10)
4bc5eeec6394 Updating the tutorial code to the latest revisions.
Dumitru Erhan <dumitru.erhan@gmail.com>
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9 def test_mlp():
4bc5eeec6394 Updating the tutorial code to the latest revisions.
Dumitru Erhan <dumitru.erhan@gmail.com>
parents:
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10 mlp.test_mlp(n_epochs=5)
4bc5eeec6394 Updating the tutorial code to the latest revisions.
Dumitru Erhan <dumitru.erhan@gmail.com>
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11 def test_convolutional_mlp():
4bc5eeec6394 Updating the tutorial code to the latest revisions.
Dumitru Erhan <dumitru.erhan@gmail.com>
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12 convolutional_mlp.evaluate_lenet5(n_epochs=5,nkerns=[5,5])
4bc5eeec6394 Updating the tutorial code to the latest revisions.
Dumitru Erhan <dumitru.erhan@gmail.com>
parents:
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13 def test_dbn():
4bc5eeec6394 Updating the tutorial code to the latest revisions.
Dumitru Erhan <dumitru.erhan@gmail.com>
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14 raise SkipTest('Implementation not finished')
4bc5eeec6394 Updating the tutorial code to the latest revisions.
Dumitru Erhan <dumitru.erhan@gmail.com>
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15 def test_rbm():
4bc5eeec6394 Updating the tutorial code to the latest revisions.
Dumitru Erhan <dumitru.erhan@gmail.com>
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16 raise SkipTest('Implementation not finished')
4bc5eeec6394 Updating the tutorial code to the latest revisions.
Dumitru Erhan <dumitru.erhan@gmail.com>
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17 def test_SdA():
4bc5eeec6394 Updating the tutorial code to the latest revisions.
Dumitru Erhan <dumitru.erhan@gmail.com>
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18 SdA.test_SdA(pretraining_epochs = 2, training_epochs = 3)