3 Commits

Author SHA1 Message Date
Rong Ou
6edddd7966 Refactor DMatrix to return batches of different page types (#4686)
* Use explicit template parameter for specifying page type.
2019-08-03 15:10:34 -04:00
Jiaming Yuan
d9a47794a5 Fix CPU hist init for sparse dataset. (#4625)
* Fix CPU hist init for sparse dataset.

* Implement sparse histogram cut.
* Allow empty features.

* Fix windows build, don't use sparse in distributed environment.

* Comments.

* Smaller threshold.

* Fix windows omp.

* Fix msvc lambda capture.

* Fix MSVC macro.

* Fix MSVC initialization list.

* Fix MSVC initialization list x2.

* Preserve categorical feature behavior.

* Rename matrix to sparse cuts.
* Reuse UseGroup.
* Check for categorical data when adding cut.

Co-Authored-By: Philip Hyunsu Cho <chohyu01@cs.washington.edu>

* Sanity check.

* Fix comments.

* Fix comment.
2019-07-04 16:27:03 -07:00
Jiaming Yuan
754fe8142b
Make `HistCutMatrix::Init' be aware of groups. (#4115)
* Add checks for group size.
* Simple docs.
* Search group index during hist cut matrix initialization.

Co-authored-by: Jiaming Yuan <jm.yuan@outlook.com>
Co-authored-by: Philip Hyunsu Cho <chohyu01@cs.washington.edu>
2019-02-16 04:39:41 +08:00