Matt Graham
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2b20484649
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Adding adaptive learning rules.
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2016-11-03 18:31:37 +00:00 |
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Matt Graham
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6f4aa5fd5f
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Adding regularisation penalties module.
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2016-11-03 18:28:57 +00:00 |
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Matt Graham
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057a25ed07
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Adding autoencoder wrapper data provider.
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2016-11-03 18:28:41 +00:00 |
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Matt Graham
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2a4364d226
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Adding necessary imports.
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2016-11-02 03:39:13 +00:00 |
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Matt Graham
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534c4744ca
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Fixing incorrect use of module relative class reference.
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2016-11-02 03:39:13 +00:00 |
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Matt Graham
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891b942890
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Merge branch 'mlp2016-7/master' of https://github.com/CSTR-Edinburgh/mlpractical into mlp2016-7/master
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2016-11-02 02:55:37 +00:00 |
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Matt Graham
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a575efb0ee
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Adding instructions on running notebooks remotely.
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2016-11-02 02:55:10 +00:00 |
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Matt Graham
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e0114b9aab
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Adding notebook with convolutional layer tests.
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2016-11-02 01:14:27 +00:00 |
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Matt Graham
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da9ee58609
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Adding reshape layer.
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2016-11-02 01:13:22 +00:00 |
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Matt Graham
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d5ae8b2caf
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Merge pull request #43 from jfainberg/patch-1
Minor typos in momentum docstring
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2016-10-29 21:17:24 +01:00 |
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Joachim
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bea3502210
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Minor typos in momentum docstring
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2016-10-29 15:57:00 +01:00 |
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Matt Graham
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a6f775b1ff
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Adding notebook for lab 6.
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2016-10-27 21:43:35 +01:00 |
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Matt Graham
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1efe9de847
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Adding code for lab 5 notebook answers.
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2016-10-27 21:43:08 +01:00 |
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Matt Graham
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95d4028bb7
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Adding stochastic layer functionality in preparation for dropout implementation.
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2016-10-27 21:36:57 +01:00 |
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Matt Graham
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7e1250a82b
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Adding bash script to secure Jupyter notebook server on DICE.
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2016-10-27 21:35:55 +01:00 |
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Matt Graham
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dfcce94242
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Clarifying docstring in scheduler.
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2016-10-27 11:24:00 +01:00 |
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Matt Graham
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ae999b43e4
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Fixing spacing typo.
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2016-10-21 22:07:41 +01:00 |
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Matt Graham
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9a182d4be1
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Correcting regularisation coefficient values to test.
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2016-10-21 22:07:25 +01:00 |
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Matt Graham
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cf6417f917
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Removing old transfer function notebook.
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2016-10-21 22:06:37 +01:00 |
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Matt Graham
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586c7477eb
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Removing old regularisation notebook.
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2016-10-21 01:25:08 +01:00 |
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Matt Graham
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167508cc63
|
Adding new lab 5 notebook.
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2016-10-21 01:24:37 +01:00 |
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Matt Graham
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ab060d556c
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Switching to parameter penalty rather than cost naming.
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2016-10-21 01:24:04 +01:00 |
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Matt Graham
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a353526790
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Adding augmented MNIST data provider.
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2016-10-20 13:26:09 +01:00 |
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Matt Graham
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a021ce585b
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Applying softmax stability fix to cost gradient.
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2016-10-20 13:23:19 +01:00 |
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Matt Graham
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b4b00e0c65
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Using more stable softmax implementation by subtracting max.
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2016-10-18 13:54:39 +01:00 |
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Matt Graham
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870c04f664
|
Modifying optmiser.train call in notebook to use new interface with run_time.
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2016-10-18 13:45:28 +01:00 |
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Matt Graham
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0f496306c2
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Fixing RadialBasisFunctionLayer __repr__ bug.
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2016-10-18 13:45:05 +01:00 |
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Matt Graham
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237cff12db
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Making sure input_dims set converted to list.
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2016-10-18 13:44:30 +01:00 |
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Matt Graham
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5d4c979ef3
|
Changing code blocks to use small p Python.
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2016-10-17 23:36:21 +01:00 |
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Matt Graham
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f13ba91f82
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Dealing with case where number of epochs less than stats interval.
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2016-10-17 23:32:23 +01:00 |
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Matt Graham
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0cec9920f3
|
Adding coursework files to master branch.
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2016-10-14 03:56:06 +01:00 |
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Matt Graham
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4863599bed
|
Renaming old notebooks to reflect new numbering.
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2016-10-14 03:40:43 +01:00 |
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Matt Graham
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0b9898d72c
|
Adding new fourth lab notebook.
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2016-10-14 03:39:19 +01:00 |
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Matt Graham
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43ad2a00ba
|
Adding RBF layer definition for 4th lab.
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2016-10-14 03:36:46 +01:00 |
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Matt Graham
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2e5a1a4c4f
|
Renaming MNIST eval set to test set for consistency with slides.
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2016-10-14 03:36:16 +01:00 |
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Matt Graham
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4c4cf2cf27
|
Bug fix: incorrect use of zip in MomentumLearningRule.
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2016-10-12 23:11:38 +01:00 |
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Matt Graham
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a59d37dc69
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Fixing softmax index typo.
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2016-10-11 15:39:35 +01:00 |
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Matt Graham
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cafed216d7
|
Fixing typo in description of back-propagation.
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2016-10-11 13:40:29 +01:00 |
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Matt Graham
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a6fcdc2894
|
Fixing typo in initialiser assert.
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2016-10-10 10:09:29 +01:00 |
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Matt Graham
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cfad36c91f
|
Removing final backpropagation of gradients to inputs as unnecessary.
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2016-10-10 09:27:02 +01:00 |
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Matt Graham
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a24ff90f71
|
Adding Nesterov momentum learning rule.
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2016-10-10 09:25:52 +01:00 |
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Matt Graham
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259b000cba
|
Adding schedulers to optimiser.
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2016-10-10 09:25:33 +01:00 |
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Matt Graham
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18f893d864
|
Adding Glorot and Bengio parameter initialiser.
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2016-10-10 09:24:32 +01:00 |
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Matt Graham
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302d44371a
|
Adding new schedulers module.
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2016-10-10 09:23:53 +01:00 |
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Matt Graham
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fa2f6b195c
|
Correcting docstring typo.
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2016-10-08 22:19:49 +01:00 |
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Matt Graham
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1fd2b84353
|
Renaming third lab notebook.
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2016-10-07 07:01:26 +01:00 |
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Matt Graham
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ee0c6ce1d5
|
Updating third lab notebook on multilayer models.
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2016-10-07 07:00:47 +01:00 |
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Matt Graham
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b1a031deac
|
Adding solutions for second lab notebook.
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2016-10-07 07:00:10 +01:00 |
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Matt Graham
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9863c75b05
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Adding back propagation block diagram figure and source.
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2016-10-07 06:24:18 +01:00 |
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Matt Graham
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25263e1391
|
Including initial pre-training statistics.
|
2016-10-07 06:23:15 +01:00 |
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