 René Knaebel
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7b8dfcebbe
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add long final implementation
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2017-11-05 22:52:50 +01:00 |
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René Knaebel
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14fef66a55
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train multiple models at once
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2017-11-04 17:58:21 +01:00 |
|
René Knaebel
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88e3eda595
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refactor hyperband; fix domain generation
integrate hyperband option in training procedure - start refactoring - remove the index erro in generation and add helper functions
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2017-11-04 12:47:08 +01:00 |
|
René Knaebel
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8b17bd0701
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add TSNE embedding; server evaluation visualization
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2017-10-19 17:39:37 +02:00 |
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René Knaebel
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a860f0da34
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refactor server training into separate file; add additional info to hyperband log
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2017-10-19 17:37:29 +02:00 |
|
René Knaebel
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d1da3d6ca3
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fix model selection
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2017-10-09 15:10:15 +02:00 |
|
René Knaebel
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a686f147f0
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add bulk embedding visualization and deep1 network
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2017-10-09 14:19:01 +02:00 |
|
René Knaebel
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33063f3081
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add sample weight metrics to fit function
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2017-10-08 22:09:09 +02:00 |
|
René Knaebel
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e8473048cb
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refactor visualization; start plotting server results
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2017-10-08 11:52:10 +02:00 |
|
René Knaebel
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0b26c6125c
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fix flat 2 model bug caused by changing input layer
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2017-10-06 16:36:58 +02:00 |
|
René Knaebel
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5741f8ee0e
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fix staggered training
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2017-10-06 10:38:00 +02:00 |
|
René Knaebel
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508667d1d0
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add server classification model
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2017-10-05 15:26:53 +02:00 |
|
René Knaebel
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345afbaef5
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add error bar vis, comment unused parameters from parser
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2017-10-05 14:50:59 +02:00 |
|
René Knaebel
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b24fa770f9
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change hyperband to count minimal val_loss over all losses
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2017-10-05 12:55:46 +02:00 |
|
René Knaebel
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371a1dad05
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add hyperband savefile config, minor change of parameter name
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2017-10-03 18:58:54 +02:00 |
|
René Knaebel
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68254d6629
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add load function for hyper band results
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2017-10-02 07:34:04 +02:00 |
|
René Knaebel
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f02e0b7f99
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fix hyperband wrong variable names
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2017-09-29 23:34:39 +02:00 |
|
René Knaebel
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a1e553f8f1
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fix rerun wrong path
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2017-09-29 23:03:07 +02:00 |
|
René Knaebel
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605447440f
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refactor hyperband implementation
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2017-09-29 22:59:57 +02:00 |
|
René Knaebel
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090c89a127
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add retrain mode
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2017-09-28 12:23:22 +02:00 |
|
René Knaebel
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b157ca6a19
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add first version of model averaging visualization
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2017-09-26 19:25:37 +02:00 |
|
René Knaebel
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49ad506a96
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remove file name in run script
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2017-09-22 10:03:01 +02:00 |
|
René Knaebel
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607d74998c
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add tsne (does not work with big data)
fix model loading with custom selu function
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2017-09-22 10:01:12 +02:00 |
|
René Knaebel
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e2bf2dc90f
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fix missing parameters, add flat network structure, make larger graphics
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2017-09-20 14:43:28 +02:00 |
|
René Knaebel
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fbe6d6a584
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remove input shape of first conv layer in networks because unnecessary
add selu activation to deeper network designs
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2017-09-17 17:26:09 +02:00 |
|
René Knaebel
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6a47b5f245
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add sample weights function to utils for later usage
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2017-09-17 10:23:23 +02:00 |
|
René Knaebel
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f2845e635e
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fix validation split removal by loading h5data into memory
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2017-09-17 09:56:18 +02:00 |
|
René Knaebel
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ec5a1101be
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remove model selection based on validation loss
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2017-09-16 15:25:34 +02:00 |
|
René Knaebel
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b0e0cd904e
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add start parameter for run script
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2017-09-15 11:12:42 +02:00 |
|
René Knaebel
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7f49021a63
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refactor training - separate staggered training; make differences as small as possible
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2017-09-12 08:36:23 +02:00 |
|
René Knaebel
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6ce8fb464f
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remove reguliarizer on dense too
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2017-09-11 16:48:49 +02:00 |
|
René Knaebel
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3a44efa775
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minor changes for pauls test
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2017-09-11 12:59:13 +02:00 |
|
René Knaebel
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6d8d7b19f3
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fix covariance normalization; add run_model script for multi times training
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2017-09-11 12:42:44 +02:00 |
|
René Knaebel
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6121eac448
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remove regularizer for conv and domain
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2017-09-10 23:40:14 +02:00 |
|
René Knaebel
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1cf62423e1
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add regularization to small networks, fix model name in args, fix visualizations
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2017-09-10 18:06:40 +02:00 |
|
René Knaebel
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6fef2b8b84
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refactor all visualization for pauls changes - evaluate on max windows per users
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2017-09-08 22:59:55 +02:00 |
|
René Knaebel
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9a51b6ea34
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refactor test function working on full unfiltered data
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2017-09-08 19:10:23 +02:00 |
|
René Knaebel
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edc75f4f44
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refactor dataset creation, split up functions
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2017-09-08 17:11:13 +02:00 |
|
René Knaebel
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528829bb33
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fix file name in run script
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2017-09-08 13:57:18 +02:00 |
|
René Knaebel
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70d00efb01
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refactor using joblib for test results, make h5py store/load more flexible
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2017-09-08 13:55:13 +02:00 |
|
René Knaebel
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1ab0108c78
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add window to file names for visualization
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2017-09-07 17:38:21 +02:00 |
|
René Knaebel
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595c2ea894
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change argument interface
- add more properties for network specification
- change names for consistency
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2017-09-07 15:53:58 +02:00 |
|
René Knaebel
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71f218888d
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set server to be not trainable too; refactor visualization script
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2017-09-07 15:31:04 +02:00 |
|
René Knaebel
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5bd8e41711
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add staggered model training for intermediate sever prediction; refactor model return values
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2017-09-07 14:24:55 +02:00 |
|
René Knaebel
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2080444fb7
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add parser argument for naming in multi model modes, minor fixes, re-set fix vals for network - need to make them flexible
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2017-09-05 17:40:57 +02:00 |
|
René Knaebel
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ed4f478bad
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add parser argument for naming in multi model modes, minor fixes,
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2017-09-05 12:40:37 +02:00 |
|
René Knaebel
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1da31cc97c
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visualize per user stats
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2017-09-04 13:37:26 +02:00 |
|
René Knaebel
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3f6779fa3d
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load names with data for per-user evaluation
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2017-09-02 16:02:48 +02:00 |
|
René Knaebel
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0db8427457
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update test script with bash loop
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2017-09-02 12:58:48 +02:00 |
|
René Knaebel
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dc9180da10
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refactor visualization, change arguments for model type and its depth
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2017-09-01 10:42:26 +02:00 |