Allegro Hearth in Squirrel Hill has nice sandwiches, soups, breads, and pastries although it’s on the pricier side for not being a sit down place. Udupi Cafe is Monroeville has southern Indian food which is traditionally vegan (just skip the items that have dairy). Pigeon Bagels in Squirrel Hill has has lots of good vegan options.
Capturing the distribution characteristics of high-dimensional data is very hard. In fact if we could do that well, we might be able to use classic bayesian techniques for many NN problems which would be more principled and interpretable. Any noise one would end up adding by hand is unlikely to introduce the kind of stochasticity that sampling on real data (using minibatches or similar procedures) would. Getting the distribution wrong would likely mean poor generalization.
New PGH resident enjoying an early autumn stroll at Moraine State Park (photo from friend’s camera)
SNAPscientist t1_j203h3h wrote
Reply to Best vegan options in the city? by Sunfish-Studio
Allegro Hearth in Squirrel Hill has nice sandwiches, soups, breads, and pastries although it’s on the pricier side for not being a sit down place. Udupi Cafe is Monroeville has southern Indian food which is traditionally vegan (just skip the items that have dairy). Pigeon Bagels in Squirrel Hill has has lots of good vegan options.