Mercurial > pylearn
comparison sandbox/rbm/main.py @ 406:c2e6a8fcc35e
Globals are now parameters for the RBM model
author | Joseph Turian <turian@gmail.com> |
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date | Thu, 10 Jul 2008 02:10:23 -0400 |
parents | ffdd2c199f2a |
children |
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405:be4209cd568f | 406:c2e6a8fcc35e |
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14 nonzero_instances.append({1: 0.1, 5: 0.5, 9: 1}) | 14 nonzero_instances.append({1: 0.1, 5: 0.5, 9: 1}) |
15 nonzero_instances.append({2: 0.3, 5: 0.5, 8: 0.8}) | 15 nonzero_instances.append({2: 0.3, 5: 0.5, 8: 0.8}) |
16 nonzero_instances.append({1: 0.2, 2: 0.3, 5: 0.5}) | 16 nonzero_instances.append({1: 0.2, 2: 0.3, 5: 0.5}) |
17 | 17 |
18 import model | 18 import model |
19 model = model.Model() | 19 model = model.Model(input_dimension=10, hidden_dimension=6) |
20 | 20 |
21 for i in xrange(100000): | 21 for i in xrange(100000): |
22 # Select an instance | 22 # Select an instance |
23 instance = nonzero_instances[i % len(nonzero_instances)] | 23 instance = nonzero_instances[i % len(nonzero_instances)] |
24 | 24 |