Mercurial > pylearn
diff doc/v2_planning/learner.txt @ 1055:bc3f7834db83
added a comment/question about Type
author | Yoshua Bengio <bengioy@iro.umontreal.ca> |
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date | Wed, 08 Sep 2010 20:45:17 -0400 |
parents | 390166ace9e5 |
children | 19033ef1636d e342de3ae485 |
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--- a/doc/v2_planning/learner.txt Wed Sep 08 16:20:20 2010 -0400 +++ b/doc/v2_planning/learner.txt Wed Sep 08 20:45:17 2010 -0400 @@ -270,6 +270,18 @@ Comments ~~~~~~~~ + +YB asks: it seems to me that what we really need from "Type" is not just +testing that a value is legal, but more practically a function that specifies the +prior distribution for the hyper-parameter, i.e., how to sample from it, +and possibly some representation of it that could be used to infer +a posterior (such as an unnormalized log-density or log-probability). +Having the min and max and default limits us to the uniform distribution, +which may not always be appropriate. For example sometimes we'd like +Gaussian (-infty to infty) or Exponential (0 to infty) or Poisson (non-negative integers). +For that reason, I think that "Type" is not a very good name. +How about "Prior" or "Density" or something like that? + OD asks: (I hope it's ok to leave comments even though I'm not in committee... I'm interested to see how the learner interface is shaping up so I'll be keeping an eye on this file)