I'm working on building an auto-encoder with a recurrent neural network.
In the wiki page (http://rnnlib.wikinet.org/wiki/Main_Page), I saw instructions (data file format section) that mentioned it was possible to build a network for a regression task : "R = regression (sum-of-squares error with linear outputs)", but actually, there is no possibility to indicate this task in the '.config' file, it returns an error if I try to configure a "regression" task...
Does someone have an idea of how to configure the '.config' file for this task ?
Thank you very much in advance for your help.
Regards,
Simon
Last edit: Simon 2014-06-05
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I have the same problem. I'm trying to do regression but if I use 'task regression' in the congig file an error appears:
"ERRROR: unknown task 'regression'".
It seems that regression is not possible in the version shared on Sourceforge. However, I found another version on github which seems to allow regression : https://github.com/meierue/RNNLIB
MultiLayerNet.hpp now allows regression (https://github.com/meierue/RNNLIB/blob/master/src/MultilayerNet.hpp).
Yoann
Last edit: Yoann 2015-03-17
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I have completed to compile the rnnlib which supplies the regression task.
I also made dataset as netCDF format for the regression but, it dosen't work due to leak of memory (this task was killed).
I want to use rnn model without any option such as sub-sampling, hidden block.
How can I write the config file for my task. Is there anyone who can help me?
Sincerely,
If you would like to refer to this comment somewhere else in this project, copy and paste the following link:
Hi,
I'm working on building an auto-encoder with a recurrent neural network.
In the wiki page (http://rnnlib.wikinet.org/wiki/Main_Page), I saw instructions (data file format section) that mentioned it was possible to build a network for a regression task : "R = regression (sum-of-squares error with linear outputs)", but actually, there is no possibility to indicate this task in the '.config' file, it returns an error if I try to configure a "regression" task...
Does someone have an idea of how to configure the '.config' file for this task ?
Thank you very much in advance for your help.
Regards,
Simon
Last edit: Simon 2014-06-05
Hi Simon, all,
I have the same problem. I'm trying to do regression but if I use 'task regression' in the congig file an error appears:
"ERRROR: unknown task 'regression'".
It seems that regression is not possible in the version shared on Sourceforge. However, I found another version on github which seems to allow regression : https://github.com/meierue/RNNLIB
MultiLayerNet.hpp now allows regression (https://github.com/meierue/RNNLIB/blob/master/src/MultilayerNet.hpp).
Yoann
Last edit: Yoann 2015-03-17
Hi all,
I have completed to compile the rnnlib which supplies the regression task.
I also made dataset as netCDF format for the regression but, it dosen't work due to leak of memory (this task was killed).
I want to use rnn model without any option such as sub-sampling, hidden block.
How can I write the config file for my task. Is there anyone who can help me?
Sincerely,