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Author SHA1 Message Date
Bobby Wang
4b00c64d96
[doc] improve xgboost4j-spark-gpu doc [skip ci] (#7793) 
Co-authored-by: Sameer Raheja <sameerz@users.noreply.github.com>
 2022-04-12 12:02:16 +08:00
Bobby Wang
118192f116
[jvm-packages] xgboost4j-spark should work when featuresCols is specified (#7789) 2022-04-08 13:21:04 +08:00
Bobby Wang
729d227b89
[jvm-packages] remove the dep of com.fasterxml.jackson (#7791) 2022-04-08 13:04:34 +08:00
Bobby Wang
89d6419fd5
[jvm-packages] add doc for xgboost4j-spark-gpu (#7779) 
Co-authored-by: Jiaming Yuan <jm.yuan@outlook.com>
 2022-04-07 11:35:01 +08:00
Bobby Wang
2454407f3a
[jvm-packages] unify setFeaturesCol API for XGBoostRegressor (#7784) 2022-04-05 13:35:33 +08:00
Philip Hyunsu Cho
e5ab8f3ebe
[CI] Speed up CPU test pipeline (#7772) 2022-04-01 02:39:04 +08:00
Jiaming Yuan
bcce17e688
Remove text loading in basic walk through demo. (#7753) 2022-04-01 00:59:42 +08:00
giuliohome
c467e90ac1
[doc] Update doc for Kubernetes Operator (#7777) 2022-03-31 23:10:49 +08:00
Jiaming Yuan
fd78af404b
Drop support for deprecated CUDA architectures. (#7774) 
Co-authored-by: Philip Hyunsu Cho <chohyu01@cs.washington.edu>
 2022-03-31 21:42:23 +08:00
Jiaming Yuan
02dd7b6913
Remove use of distutils. (#7770) 
distutils is deprecated and replaced by other stdlib constructs.
 2022-03-31 19:03:10 +08:00
Philip Hyunsu Cho
e8eff3581b
[CI] Enable faulthandler to show details when 0xC0000005 error occurs (#7771) (#7775) 2022-03-31 17:40:06 +08:00
Jiaming Yuan
6fa1afdffc
Avoid compiler warning about comparison. (#7768) 2022-03-31 08:52:14 +08:00
Jiaming Yuan
522636cb52
Bump version. (#7769) 2022-03-31 06:33:22 +08:00
Jiaming Yuan
9150fdbd4d
Support pandas nullable types. (#7760) 2022-03-30 08:51:52 +08:00
Jiaming Yuan
d4796482b5
Fix failures on R hub and Win builder. (#7763) 
* Update date.
* Workaround amalgamation build with clang. (SimpleDMatrix instantiation)
* Workaround compiler error with driver push.
* Revert autoconf requirement.
* Fix model IO on 32-bit environment. (i386)
* Clarify the function name.
 2022-03-30 07:14:33 +08:00
Jiaming Yuan
a50b84244e
Cleanup configuration for constraints. (#7758) 2022-03-29 04:22:46 +08:00
Jiaming Yuan
3c9b04460a
Move num_parallel_tree to model parameter. (#7751) 
The size of forest should be a property of model itself instead of a training
hyper-parameter.
 2022-03-29 02:32:42 +08:00
Jiaming Yuan
8b3ecfca25
Mitigate flaky tests. (#7749) 
* Skip non-increasing test with external memory when subsample is used.
* Increase bin numbers for boost from prediction test. This mitigates the effect of
  non-deterministic partitioning.
 2022-03-28 21:20:50 +08:00
Christian Marquardt
39c5616af2
Added CPPFLAGS and LDFLAGS to the testing for OpenMP during R installation from source. (#7759) 2022-03-28 19:14:07 +08:00
Haoming Chen
b37ff3d492
Fix cox objective test by using XGBOOST_PARALLEL_STABLE_SORT (#7756) 2022-03-26 17:58:30 +08:00
Jiaming Yuan
b3ba0e8708
Check cupy lazily. (#7752) 2022-03-26 06:09:58 +08:00
Jiaming Yuan
af0cf88921
Workaround compiler error. (#7745) 2022-03-25 17:05:14 +08:00
Jiaming Yuan
64575591d8
Use context in SetInfo. (#7687) 
* Use the name `Context`.
* Pass a context object into `SetInfo`.
* Add context to proxy matrix.
* Add context to iterative DMatrix.

This is to remove the use of the default number of threads during `SetInfo` as a follow-up on
removing the global omp variable while preparing for CUDA stream semantic.  Currently, XGBoost
uses the legacy CUDA stream, we will gradually remove them in the future in favor of non-blocking streams.
 2022-03-24 22:16:26 +08:00
Oleksandr Pryimak
f5b20286e2
[jvm-packages] Launch dev jvm image under my user (#4676) 
Co-authored-by: Philip Hyunsu Cho <chohyu01@cs.washington.edu>
 2022-03-23 10:39:51 -07:00
Chengyang
c92ab2ce49
Add type hints to core.py (#7707) 
Co-authored-by: Chengyang Gu <bridgream@gmail.com>
Co-authored-by: jiamingy <jm.yuan@outlook.com>
 2022-03-23 21:12:14 +08:00
Philip Hyunsu Cho
66cb4afc6c
Update install doc (#7747) 2022-03-23 17:20:01 +08:00
Aging
f20ffa8db3
Update JVM dev build Dockerfile and shell script (#6792) 
Co-authored-by: Zhuo Yuzhen <yuzhuo@paypal.com>
 2022-03-22 16:39:10 -07:00
Jiaming Yuan
4d81c741e9
External memory support for hist (#7531) 
* Generate column matrix from gHistIndex.
* Avoid synchronization with the sparse page once the cache is written.
* Cleanups: Remove member variables/functions, change the update routine to look like approx and gpu_hist.
* Remove pruner.
 2022-03-22 00:13:20 +08:00
Jiaming Yuan
cd55823112
Demo for using custom objective with multi-target regression. (#7736) 2022-03-20 17:44:25 +08:00
Jiaming Yuan
996cc705af
Small cleanup to hist tree method. (#7735) 
* Remove special optimization using number of bins.
* Remove 1-based index for column sampling.
* Remove data layout.
* Unify update prediction cache.
 2022-03-20 03:44:55 +08:00
Jiaming Yuan
718472dbe2
[CI] Upgrade GitHub action Windows workers. (#7739) 2022-03-20 01:44:33 +08:00
Jiaming Yuan
9a400731d9
Replace device sync with stream sync. (#7737) 2022-03-19 23:22:23 +08:00
Jiaming Yuan
da351621a1
[R] Fix parsing decision stump. (#7689) 2022-03-17 01:08:22 +08:00
Jiaming Yuan
e78a38b837
Sort sparse page index when constructing DMatrix. (#7731) 2022-03-16 18:01:05 +08:00
Xiaochang Wu
613ec36c5a
Support building SimpleDMatrix from Arrow data format (#7512) 
* Integrate with Arrow C data API.
* Support Arrow dataset.
* Support Arrow table.

Co-authored-by: Xiaochang Wu <xiaochang.wu@intel.com>
Co-authored-by: Jiaming Yuan <jm.yuan@outlook.com>
Co-authored-by: Zhang Zhang <zhang.zhang@intel.com>
 2022-03-15 13:25:19 +08:00
William Hicks
6b6849b001
Correct xgboost-config directory for inclusion in other projects (#7730) 2022-03-15 03:18:44 +08:00
Jiaming Yuan
98d6faefd6
Implement slope for Pseduo-Huber. (#7727) 
* Add objective and metric.
* Some refactoring for CPU/GPU dispatching using linalg module.
 2022-03-14 21:42:38 +08:00
Daniel Clausen
4dafb5fac8
[JVM-Packages] Add support for detecting musl-based Linux (#7624) 
Co-authored-by: Marc Philipp <marc@gradle.com>
 2022-03-14 00:37:27 +08:00
Haoming Chen
04fc575c0e
Run tests in a temporary directory (#7723) 
Fix some tests to run in a temporary directory in case the root
directory is not writable. Note that most of tests are already
running in the temporary directory, so this PR just make them
consistent.
 2022-03-12 21:24:36 +08:00
Haoming Chen
55463b76c1
Initialize TreeUpdater ctx_ with nullptr (#7722) 2022-03-10 22:33:32 +08:00
Jiaming Yuan
a62a3d991d
[dask] prediction with categorical data. (#7708) 2022-03-10 00:21:48 +08:00
Pradipta Ghosh
68b6d6bbe2
Fix for Feature shape mismatch error (#7715) 2022-03-03 21:36:29 +08:00
Cheng Li
a92e0f6240
multi groups in the constraints (#7711) 2022-03-01 18:10:15 +08:00
Jiaming Yuan
1d468e20a4
Optimize GPU evaluation function for categorical data. (#7705) 
* Use transform and cache.
 2022-02-28 17:46:29 +08:00
Jiaming Yuan
18a4af63aa
Update documents and tests. (#7659) 
* Revise documents after recent refactoring and cat support.
* Add tests for behavior of max_depth and max_leaves.
 2022-02-26 03:57:47 +08:00
Jiaming Yuan
5eed2990ad
Fix file descriptor leak. (#7704) 2022-02-25 17:49:33 +08:00
Philip Hyunsu Cho
1b25dd59f9
Use CUDA 11 in clang-tidy (#7701) 
* Show command args when clang-tidy fails

* Add option to specify CUDA args

* Use clang-tidy 11

* [CI] Use CUDA 11
 2022-02-24 15:15:07 -08:00
Jiaming Yuan
83a66b4994
Support categorical data for hist. (#7695) 
* Extract partitioner from hist.
* Implement categorical data support by passing the gradient index directly into the partitioner.
* Organize/update document.
* Remove code for negative hessian.
 2022-02-25 03:47:14 +08:00
Jiaming Yuan
f60d95b0ba
[R] Construct booster object in load.raw. (#7686) 2022-02-24 10:06:18 +08:00
Bobby Wang
89aa8ddf52
[jvm-packages] fix the prediction issue for multi:softmax (#7694) 2022-02-24 01:09:45 +08:00