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Author SHA1 Message Date
amdsc21 6039a71e6c add hip structure 2023-03-07 02:17:19 +01:00
Jiaming Yuan 7eba285a1e Support sklearn cross validation for ranker. (#8859) 
* Support sklearn cross validation for ranker.

- Add a convention for X to include a special `qid` column.

sklearn utilities consider only `X`, `y` and `sample_weight` for supervised learning
algorithms, but we need an additional qid array for ranking.

It's important to be able to support the cross validation function in sklearn since all
other tuning functions like grid search are based on cross validation.
 2023-03-07 00:22:08 +08:00
Jiaming Yuan cad7401783 Disable gcc parallel extension if openmp is not available. (#8871) 
`<parallel/algorithm>` internally includes the <omp.h> header, which leads to an error
when openmp is not available.
 2023-03-06 22:51:06 +08:00
Jiaming Yuan 228a46e8ad Support learning rate for zero-hessian objectives. (#8866) 2023-03-06 20:33:28 +08:00
Jiaming Yuan 173096a6a7 Discover libasan.so.6. (#8864) 2023-03-06 18:56:54 +08:00
Jiaming Yuan 6a892ce281 Specify src path for isort. (#8867) 2023-03-06 17:30:27 +08:00
Jiaming Yuan 4d665b3fb0 Restore clang tidy test. (#8861) 2023-03-03 13:47:04 -08:00
Rong OuHyunsu Philip ChoJiaming Yuan
 		2dc22e7aad Take advantage of C++17 features (#8858) 
---------

Co-authored-by: Hyunsu Philip Cho <chohyu01@cs.washington.edu>
Co-authored-by: Jiaming Yuan <jm.yuan@outlook.com>
 2023-03-04 00:24:13 +08:00
Rory MitchellandJiaming Yuan 69a50248b7 Fix scope of feature set pointers (#8850) 
---------

Co-authored-by: Jiaming Yuan <jm.yuan@outlook.com>
 2023-03-02 12:37:14 +08:00
mzzhang95 6cef9a08e9 [pyspark] Update eval_metric validation to support list of strings (#8826) 2023-03-02 08:24:12 +08:00
Jiaming Yuan 803d5e3c4c Update c++ requirement to 17 for the R package. (#8860) 2023-03-01 14:49:39 -08:00
Rong Ou a5852365fd Update dmlc-core to get C++17 deprecation warning (#8855) 2023-03-01 12:30:59 -08:00
Rong Ou 7cbaee9916 Support column split in approx tree method (#8847) 2023-03-02 03:59:07 +08:00
Philip Hyunsu Cho 6d8afb2218 [CI] Require C++17 + CMake 3.18; Use CUDA 11.8 in CI (#8853) 
* Update to C++17

* Turn off unity build

* Update CMake to 3.18

* Use MSVC 2022 + CUDA 11.8

* Re-create stack for worker images

* Allocate more disk space for Windows

* Tempiorarily disable clang-tidy

* RAPIDS now requires Python 3.10+

* Unpin cuda-python

* Use latest NCCL

* Use Ubuntu 20.04 in RMM image

* Mark failing mgpu test as xfail
 2023-03-01 09:22:24 -08:00
Jiaming Yuan d54ef56f6f Fix cache with gc (#8851) 
- Make DMatrixCache thread-safe.
- Remove the use of thread-local memory.
 2023-03-01 00:39:06 +08:00
Rong Ou d9688f93c7 Support column-split in row partitioner (#8828) 2023-02-26 04:43:35 +08:00
Mauro Leggieri 90c0633a28 Fixes compilation errors on MSVC x86 targets (#8823) 2023-02-26 03:20:28 +08:00
Rong Ou a65ad0bd9c Support column split in histogram builder (#8811) 2023-02-17 22:37:01 +08:00
dependabot[bot]anddependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> 40fd3d6d5f Bump maven-javadoc-plugin in /jvm-packages/xgboost4j-gpu (#8815) 
Bumps [maven-javadoc-plugin](https://github.com/apache/maven-javadoc-plugin) from 3.4.1 to 3.5.0.
- [Release notes](https://github.com/apache/maven-javadoc-plugin/releases)
- [Commits](https://github.com/apache/maven-javadoc-plugin/compare/maven-javadoc-plugin-3.4.1...maven-javadoc-plugin-3.5.0)

---
updated-dependencies:
- dependency-name: org.apache.maven.plugins:maven-javadoc-plugin
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
 2023-02-17 16:39:16 +08:00
dependabot[bot]anddependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> 6ce9a35f55 Bump maven-javadoc-plugin from 3.4.1 to 3.5.0 in /jvm-packages/xgboost4j (#8813) 
Bumps [maven-javadoc-plugin](https://github.com/apache/maven-javadoc-plugin) from 3.4.1 to 3.5.0.
- [Release notes](https://github.com/apache/maven-javadoc-plugin/releases)
- [Commits](https://github.com/apache/maven-javadoc-plugin/compare/maven-javadoc-plugin-3.4.1...maven-javadoc-plugin-3.5.0)

---
updated-dependencies:
- dependency-name: org.apache.maven.plugins:maven-javadoc-plugin
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
 2023-02-17 15:04:06 +08:00
dependabot[bot]anddependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> d62daa0b32 Bump maven-javadoc-plugin from 3.4.1 to 3.5.0 in /jvm-packages (#8814) 
Bumps [maven-javadoc-plugin](https://github.com/apache/maven-javadoc-plugin) from 3.4.1 to 3.5.0.
- [Release notes](https://github.com/apache/maven-javadoc-plugin/releases)
- [Commits](https://github.com/apache/maven-javadoc-plugin/compare/maven-javadoc-plugin-3.4.1...maven-javadoc-plugin-3.5.0)

---
updated-dependencies:
- dependency-name: org.apache.maven.plugins:maven-javadoc-plugin
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
 2023-02-16 23:16:11 +08:00
Jiaming Yuan c0afdb6786 Fix CPU bin compression with categorical data. (#8809) 
* Fix CPU bin compression with categorical data.

* The bug causes the maximum category to be lesser than 256 or the maximum number of bins when
the input data is dense.
 2023-02-16 04:20:34 +08:00
Jiaming Yuan cce4af4acf Initial support for quantile loss. (#8750) 
- Add support for Python.
- Add objective.
 2023-02-16 02:30:18 +08:00
Jiaming Yuan 282b1729da Specify the number of threads for parallel sort. (#8735) 
* Specify the number of threads for parallel sort.

- Pass context object into argsort.
- Replace macros with inline functions.
 2023-02-16 00:20:19 +08:00
Jiaming Yuan c7c485d052 Extract fit intercept. (#8793) 2023-02-15 22:41:31 +08:00
Jiaming Yuan 594371e35b Fix CPP lint. (#8807) 2023-02-15 20:16:35 +08:00
Jiaming Yuan e62167937b [CI] Update action cache for jvm tests. (#8806) 2023-02-15 18:43:48 +08:00
Rong Ou 74572b5d45 Add convenience method for allgather (#8804) 2023-02-15 11:37:11 +08:00
WeichenXu f27a7258c6 Fix feature types param (#8772) 
Signed-off-by: Weichen Xu <weichen.xu@databricks.com>
 2023-02-14 02:16:42 +08:00
Jiaming Yuan 52d0230b58 Fix merge conflict. (#8791) 2023-02-13 23:43:42 +08:00
Jiaming Yuan 81b2ee1153 Pass DMatrix into metric for caching. (#8790) 2023-02-13 22:15:05 +08:00
Jiaming Yuan 31d3ec07af Extract device algorithms. (#8789) 2023-02-13 20:53:53 +08:00
Jiaming Yuan 457f704e3d Add quantile metric. (#8761) 2023-02-13 19:07:40 +08:00
Jiaming YuanandPhilip Hyunsu Cho d11a0044cf Generalize prediction cache. (#8783) 
* Extract most of the functionality into `DMatrixCache`.
* Move API entry to independent file to reduce dependency on `predictor.h` file.
* Add test.

---------

Co-authored-by: Philip Hyunsu Cho <chohyu01@cs.washington.edu>
 2023-02-13 12:36:43 +08:00
Rong OuandHyunsu Philip Cho ed91e775ec Fix quantile tests running on multi-gpus (#8775) 
* Fix quantile tests running on multi-gpus

* Run some gtests with multiple GPUs

* fix mgpu test naming

* Instruct NCCL to print extra logs

* Allocate extra space in /dev/shm to enable NCCL

* use gtest_skip to skip mgpu tests

---------

Co-authored-by: Hyunsu Philip Cho <chohyu01@cs.washington.edu>
 2023-02-12 17:00:26 -08:00
Jiaming Yuan 225b3158f6 Support custom metric in sklearn ranker. (#8786) 2023-02-12 13:14:07 +08:00
Jiaming Yuan 17b709acb9 Rename ranking utils to threading utils. (#8785) 2023-02-12 05:41:18 +08:00
Jiaming Yuan 70c9b885ef Extract floating point rounding routines. (#8771) 2023-02-12 04:26:41 +08:00
Jiaming Yuan e9c178f402 [doc] Document update [skip ci] (#8784) 
- Remove version specifics in cat demo.
- Remove aws yarn.
- Update faq.
- Stop mentioning MPI.
- Update sphinx inventory links.
- Fix typo.
 2023-02-12 04:25:22 +08:00
Jiaming Yuan 8a16944664 Fix ranking with quantile dmatrix and group weight. (#8762) 2023-02-10 20:32:35 +08:00
Dai-Jie (Jay) Wu ad0ccc6e4f [doc] fix inconsistent doc and minor typo for external memory (#8773) 2023-02-10 01:05:34 +08:00
Jiaming Yuan 199c421d60 Send default configuration from metric to objective. (#8760) 2023-02-09 20:18:07 +08:00
Jiaming Yuan 5f76edd296 Extract make metric name from ranking metric. (#8768) 
- Extract the metric parsing routine from ranking.
- Add a test.
- Accept null for string view.
 2023-02-09 18:30:21 +08:00
Jiaming Yuan 4ead65a28c Increase timeout limit for linear. (#8767) 2023-02-09 18:20:12 +08:00
Rong Ou cbf98cb9c6 Add Allgather to collective communicator (#8765) 
* Add Allgather to collective communicator
 2023-02-09 11:31:22 +08:00
Jiaming Yuan 48cefa012e Support multiple alphas for segmented quantile. (#8758) 2023-02-07 17:17:59 +08:00
Jiaming Yuan c4802bfcd0 Cleanup booster param types. (#8756) 2023-02-07 15:52:19 +08:00
Jiaming Yuan 7b3d473593 [doc] Add demo for inference using individual tree. (#8752) 2023-02-07 04:40:18 +08:00
Jiaming Yuan 28bb01aa22 Extract optional weight. (#8747) 
- Extract optional weight from coommon.h to reduce dependency on this header.
- Add test.
 2023-02-07 03:11:53 +08:00
Jiaming Yuan 0f37a01dd9 Require black formatter for the python package. (#8748) 2023-02-07 01:53:33 +08:00