<div dir="ltr"><div class="gmail_extra"><div class="gmail_extra">> So I think you should go ahead with SDBN, and not worry about the class</div><div class="gmail_extra">> hierarchy.</div><div class="gmail_extra"><br></div><div class="gmail_extra">Okay, I'll start with the implementation of SDBN class.</div><div class="gmail_extra"> </div><div class="gmail_extra">> What sort of performance constraints are there on the implementation?</div><div class="gmail_extra">> Which language are you proposing building this in?</div><div class="gmail_extra"><br></div><div class="gmail_extra">Only major performance constraint would be on the training step in the</div><div class="gmail_extra">implementation. Although, SDBN has a relatively simpler training process</div><div class="gmail_extra">compared to DBN but if we decide to implement DBN in the future we may</div><div class="gmail_extra">want to do that in a faster language like C++. So, keeping that in mind</div><div class="gmail_extra">I'm inclined on using C++ for the implementation of SDBN.</div><div class="gmail_extra"><br></div><div class="gmail_extra">Thanks,</div><div class="gmail_extra">Vivek</div></div></div>