Mercurial > pylearn
comparison doc/v2_planning/dataset.txt @ 1008:a5886b394bda
Updating with talking points from Sept. 2 discussion
author | Dumitru Erhan <dumitru.erhan@gmail.com> |
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date | Fri, 03 Sep 2010 10:01:02 -0400 |
parents | f82093bf4405 |
children | fb6cae14fd07 |
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1007:2e515be92a0e | 1008:a5886b394bda |
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1 Discussion of Function Specification for Dataset Types | 1 Discussion of Function Specification for Dataset Types |
2 ====================================================== | 2 ====================================================== |
3 | 3 |
4 Some talking points from the September 2 meeting: | |
5 | |
6 * Datasets as views/tasks (Pascal Vincent's idea): our dataset specification | |
7 needs to be flexible enough to accommodate different (sub)tasks and views of | |
8 the same underlying data. | |
9 * Datasets as probability distributions from which one can sample. | |
10 * Our specification should allow transparent handling of infinite datasets (or | |
11 simply datasets which cannot fit in memory) | |
12 * GPU/buffering issues. | |
13 | |
14 Commiteee: DE, OB, OD, AB, PV |