Citing neurolab about neurolab HOT 3 CLOSED

Glad Neurolab can help you
I dont know about papers. 
But some people use neurolab in his research.
I would be grateful if you would inform me a link to your publication

You may use groups for your questions
https://groups.google.com/forum/#!forum/py-neurolab

Hello,

You can read my publication in 
http://wsl.softwarelivre.org/2014/cantor-ambiente-integrado-de-desenvolvimento-v
oltado-a-computacao-cientifica-utilizando-python-saraiva-wsl-2014-.pdf the 
language is in Portuguese.

The paper subject is Cantor, a IDE to scientific programming using several 
mathematical software backends. In this paper I describe Python backend. I used 
neurolab to show a typical scientific application using Python and Cantor.

Let me know if you will write a paper about neurolab. If you desire, I can help 
you with the writing.

(Some day I will try to implement the Levenberg-Marquardt training algorithm to 
neurolab) =)

Hi!
Nice work! But, I have not plans write publication. May be later...

About Levenberg-Marquardt, I thought about it. Scipy has implement of this 
algorithm in
scipy.optimize.leastsq (wrapper around MINPACK’s lmdif and lmder). Most easy 
and powerfull way is use this implement (like neurolab.train.train_bgfs use 
scipy.optimize.fmin_bfgs). But need function for calculate Jacobian 
(http://en.wikipedia.org/wiki/Jacobian_matrix_and_determinant) for multilayer 
network (like neurolab.tool.ff_grad for calculate gradient of net with back 
propogation method). 

It's not easy, but if you will write this function, I add Levenberg-Marquardt 
train support. 
Let me know, If you will find some literature abut calculate Jacobian fof 
multilayer network.

Good luck.