Mercurial > pylearn
diff doc/v2_planning/requirements.txt @ 1121:1f5465622394
requirements: Added comment about potentially conflicting requirements
author | Olivier Delalleau <delallea@iro> |
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date | Tue, 14 Sep 2010 23:14:00 -0400 |
parents | 4eda3f52ebef |
children | 7d34edde029d |
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--- a/doc/v2_planning/requirements.txt Tue Sep 14 18:43:42 2010 -0400 +++ b/doc/v2_planning/requirements.txt Tue Sep 14 23:14:00 2010 -0400 @@ -77,3 +77,12 @@ hyper-parameters, and want to easily be able to recover the full "processing pipeline" that performs best, and use it on real/test data later. +OD comments: Note that R9 and R13 may conflict with each other. Some +optimizations performed by R9 may modify the input "symbolic graph" in such a +way that extracting the required components for "production purpose" (R13) +could be made more difficult (or even impossible). Imagine for instance that +the graph is modified to take advantage of the fact that k-fold validation can +be performed efficiently internally by some specific algorithm. Then it may +not be obvious anymore how to remove the k-fold split in the saved model you +want to use in production. +