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Is it easy to implement a RNN?

Open byzhang opened this issue 10 years ago • 5 comments

Could you please add a simple example if possible?

byzhang avatar Mar 07 '15 07:03 byzhang

RNN was not yet implemented in cxxnet. However, it could be implemented with mshadow easily with matrix operation.

A notable thing about V2 is that we enables natural layer weight sharing by distinguishing layer and connections, this property could be helpful when building up an RNN.

tqchen avatar Mar 07 '15 16:03 tqchen

Do you have an estimation on when will the V2 be public?

byzhang avatar Mar 07 '15 22:03 byzhang

We are on final stages in testing things to make sure things are stable before pulling into master. You can already use the code in V2-refactor branch. On Saturday, March 7, 2015, byzhang [email protected] wrote:

Do you have an estimation on when will the V2 be public?

— Reply to this email directly or view it on GitHub https://github.com/antinucleon/cxxnet/issues/46#issuecomment-77713834.

Sincerely,

Tianqi Chen Computer Science & Engineering, University of Washington

tqchen avatar Mar 07 '15 23:03 tqchen

Do you mind to add a RNN example in V2-refactor branch? Thanks!

byzhang avatar Mar 08 '15 04:03 byzhang

I have a RNN Library much like CXXNET, which is also built on top of Mshadow and also implemented LSTM and RTRBM layers. It is at https://github.com/huashiyiqike/NETLAB.

huashiyiqike avatar Jul 21 '15 08:07 huashiyiqike