58 Commits

Author SHA1 Message Date
ngoyal2707
5cd851ccef added code for instance based weighing for rank objectives (#3379)
* added code for instance based weighing for rank objectives

* Fix lint
2018-06-22 15:10:59 -07:00
Andy Adinets
286dccb8e8 GPU binning and compression. (#3319)
* GPU binning and compression.

- binning and index compression are done inside the DeviceShard constructor
- in case of a DMatrix with multiple row batches, it is first converted into a single row batch
2018-06-05 17:15:13 +12:00
Rory Mitchell
ef23e424f1 [GPU-Plugin] Add GPU accelerated prediction (#2593)
* [GPU-Plugin] Add GPU accelerated prediction

* Improve allocation message

* Update documentation

* Resolve linker error for predictor

* Add unit tests
2017-08-16 12:31:59 +12:00
AbdealiJK
03abd47f49 tests/cpp: Add tests for Metric RMSE 2016-12-04 11:25:57 -08:00
AbdealiJK
d41aab4f61 tests/cpp: Add tests for regression_obj.cc
Test the objective functions in regression_obj.cc

tests/cpp: Add tests for objective.cc and RegLossObj
2016-12-04 11:25:57 -08:00
AbdealiJK
d6407c3746 tests/cpp: Add tests for SparsePageDMatrix
The SparsePageDMatrix or external memory DMatrix reads data from the
file IO rather than load it into RAM.
2016-12-04 11:25:57 -08:00
AbdealiJK
be0f55d563 tests/cpp: Add tests for SimpleDMatrix 2016-12-04 11:25:57 -08:00
AbdealiJK
ef7fe06cf8 tests/cpp/test_metainfo: Add tests to save and load 2016-12-04 11:25:57 -08:00