pylearn: sandbox/sparse_random_autoassociator/globals.py annotate

annotate sandbox/sparse_random_autoassociator/globals.py @ 416:8849eba55520

Can now do minibatch update

author	Joseph Turian <turian@iro.umontreal.ca>
date	Fri, 11 Jul 2008 16:34:46 -0400
parents	36baeb7125a4
children

rev	line source
370 a1bbcde6b456 Moved sparse_random_autoassociator from my repository Joseph Turian <turian@gmail.com> parents: diff changeset	1 """
a1bbcde6b456 Moved sparse_random_autoassociator from my repository Joseph Turian <turian@gmail.com> parents: diff changeset	2 Global variables.
a1bbcde6b456 Moved sparse_random_autoassociator from my repository Joseph Turian <turian@gmail.com> parents: diff changeset	3 """
a1bbcde6b456 Moved sparse_random_autoassociator from my repository Joseph Turian <turian@gmail.com> parents: diff changeset	4
381 e4473d9697d7 Added xent loss Joseph Turian <turian@gmail.com> parents: 370 diff changeset	5 INPUT_DIMENSION = 1000
386 a474341861fa Added a simple AA Joseph Turian <turian@gmail.com> parents: 381 diff changeset	6 HIDDEN_DIMENSION = 20
370 a1bbcde6b456 Moved sparse_random_autoassociator from my repository Joseph Turian <turian@gmail.com> parents: diff changeset	7 LEARNING_RATE = 0.1
a1bbcde6b456 Moved sparse_random_autoassociator from my repository Joseph Turian <turian@gmail.com> parents: diff changeset	8 LR = LEARNING_RATE
a1bbcde6b456 Moved sparse_random_autoassociator from my repository Joseph Turian <turian@gmail.com> parents: diff changeset	9 SEED = 666
381 e4473d9697d7 Added xent loss Joseph Turian <turian@gmail.com> parents: 370 diff changeset	10 ZERO_SAMPLE_SIZE = 50
e4473d9697d7 Added xent loss Joseph Turian <turian@gmail.com> parents: 370 diff changeset	11 #ZERO_SAMPLE_SIZE = 250
e4473d9697d7 Added xent loss Joseph Turian <turian@gmail.com> parents: 370 diff changeset	12 MARGIN = 0.25
370 a1bbcde6b456 Moved sparse_random_autoassociator from my repository Joseph Turian <turian@gmail.com> parents: diff changeset	13 #MARGIN = 0.0