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add SPIDNA2

Jean Cury requested to merge jcury/SPIDNA2 into master

I added SPIDNA2 that worked as a plugin and it worked as well directly in the nets.py file.

the params from the paper are :

net_params: 
    n_outputs: 21
    n_blocks: 7
    n_features: 50

I removed the device argument, and use the x.device method instead.

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