Revision 6e7c09613dc72a244afffeed3cee8100b02ec326 authored by Alex Boulangé on 08 December 2018, 22:22:01 UTC, committed by cran-robot on 08 December 2018, 22:22:01 UTC
1 parent d34ca22
NEWS
automl 1.2.6
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* just a proper Authors@R field 4 CRAN :-)
automl 1.2.5
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* automl_train bug fix when particle produces
no exploitable model (continued work)
automl 1.2.4
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* automl_train bug fix when particle produces
no exploitable model
automl 1.2.3
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* dropout bug fix (now random at each mini
batch and reproductible)
* bug fix: continue training on auto trained model
with manual function
automl 1.2.2
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* pkgdown site with vignettes (Rmd file added)
automl 1.2.1
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* pkgdown site (nb: Rnw vignettes are not included)
automl 1.2.0
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* New param 'mdlref' for automl_train_manual:
to start training from saved model (shape,
weights...) for fine tuning
* New param 'mdlref' for automl_train:
to start training with loaded hpar and autopar
(not the model)
* New 'auto_runtype' autopar for automl_train
to run automatically the 2 steps below;
1: overfitting, goal: performance
2: regularization, goal: generalization
* dropout bug fix
* lambda bug fix
automl 1.1.0
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* same train/test sampling for each particle with automl_train
* stick to a format in variables naming
automl 1.0.9
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* testcvsize = 0 bug fix
automl 1.0.8
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* New automatic hyperparameters adjustments below:
'auto_psovelocitymaxratio' autopar PSO velocity max ratio
'auto_layer' autopar layer shape (layers number, nodes
number per layer, activation types and dropout ratios)
* 'auto_lambda' bug fix
automl 1.0.7
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* vignette completion
automl 1.0.6
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* vignette howto_automl: why, how and basic howto
* 'auto_lambda' autopar regularization hyperparameter
* seed bug fix for reproductibility
* display enhancement in NN structure display
automl 1.0.5
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* first public release on CRAN
* There's so much to do; transfert learning, CNN, RNN ...
feel free to join
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