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86 Commits

Author SHA1 Message Date
Jiaming Yuan
e228c1a121
[EM] Make page concatenation optional. (#10826) 
This PR introduces a new parameter `extmem_concat_pages` to make the page concatenation optional for GPU hist. In addition, the document is updated for the new GPU-based external memory.
 2024-09-24 06:19:28 +08:00
Bobby Wang
67c8c96784
[jvm-packages] [breaking] rework xgboost4j-spark and xgboost4j-spark-gpu (#10639) 
- Introduce an abstract XGBoost Estimator
- Update to the latest XGBoost parameters
  - Add all XGBoost parameters supported in XGBoost4j-spark.
  - Add setter and getter for these parameters.
  - Remove the deprecated parameters
- Address the missing value handling
- Remove any ETL operations in XGBoost
- Rework the GPU plugin
- Expand sanity tests for CPU and GPU consistency
 2024-09-11 15:54:19 +08:00
Philip Hyunsu Cho
f5815b6982
[Doc] Fix deployment for JVM docs (#10385) 
* [Doc] Fix deployment for JVM docs

* Use READTHEDOCS_VERSION_NAME

* Fix html

* Default to master
 2024-06-04 19:35:37 -07:00
Bobby Wang
178cfe70a8
[pyspark][doc] Test and doc for stage-level scheduling. (#9786) 2023-11-16 18:15:59 +08:00
Bobby Wang
093b675838
[Doc] update the tutorial of xgboost4j-spark-gpu (#9752) 
---------

Co-authored-by: Jiaming Yuan <jm.yuan@outlook.com>
 2023-11-03 18:19:28 +08:00
Jiaming Yuan
044fea1281
Drop support for loading remote files. (#9504) 2023-08-21 23:34:05 +08:00
James Lamb
9dbb71490c
[Doc] fix typos in documentation (#9458) 2023-08-10 19:26:36 +08:00
Jiaming Yuan
f4fb2be101
[jvm-packages] Add the new device parameter. (#9385) 2023-07-17 18:40:39 +08:00
Jacek Laskowski
0df1272695
[docs] How to build the docs using conda (#9276) 
---------

Co-authored-by: Jiaming Yuan <jm.yuan@outlook.com>
 2023-06-15 07:39:26 +08:00
Jiaming Yuan
96d3f8a6f3
[doc] Update document. (#9098) 
- Mention flink is still under construction.
- Update doxygen version.
- Fix warnings from doxygen about defgroup title and mismatched parameter name.
 2023-04-27 19:29:03 +08:00
Jiaming Yuan
f835368bcf
Mark next release as 1.7 instead of 2.0 (#8281) 2022-09-28 14:33:37 +08:00
Bobby Wang
5a7dc41351
[doc] update doc for dumping model to be json or ubj for jvm packages (#7955) 2022-05-31 14:43:13 +08:00
Bobby Wang
1496789561
[doc] update the doc for jvm model compatibility (#7907) 2022-05-16 14:05:26 +08:00
Jiaming Yuan
8ab5e13b5d
Fix typo [skip ci] (#7861) 2022-05-04 18:34:45 +08:00
Bobby Wang
bef1f939ce
[doc] remove the doc about killing SparkContext [skip ci] (#7840) 2022-04-25 19:29:16 +08:00
Bobby Wang
6ece549a90
[doc] update the jvm tutorial to 1.6.1 [skip ci] (#7834) 2022-04-24 14:25:22 +08:00
Bobby Wang
6f032b7152
[doc] fix a typo in jvm/index.rst (#7806) 2022-04-13 17:02:42 -07:00
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
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
Jiaming Yuan
48aff0eabd
[doc][jvm-packages] Update information about Python tracker. [skip ci] (#7396) 2021-11-05 05:55:13 +08:00
Jiaming Yuan
376b448015
[doc] Fix broken links. (#7341) 
* Fix most of the link checks from sphinx.
* Remove duplicate explicit target name.
 2021-10-20 14:45:30 +08:00
Jiaming Yuan
fbd58bf190
[jvm-packages] Create demo and test for xgboost4j early stopping. (#7252) 2021-09-25 03:29:27 +08:00
Andrew Ziem
3e7e426b36
Fix spelling in documents (#6948) 
* Update roxygen2 doc.

Co-authored-by: fis <jm.yuan@outlook.com>
 2021-05-11 20:44:36 +08:00
Jiaming Yuan
896aede340
Reorganize the installation documents. (#6877) 
* Split up installation and building from source.
* Use consistent section titles.

Co-authored-by: Philip Hyunsu Cho <chohyu01@cs.washington.edu>
 2021-04-22 04:48:32 +08:00
Jiaming Yuan
74b41637de
Revert "[jvm-packages] Add XGBOOST_RABIT_TRACKER_IP_FOR_TEST to set rabit tracker IP. (#6869)" (#6886) 
This reverts commit 2828da3c4c951baa45d1bb6f85c7b3a6657cd607.
 2021-04-21 11:20:10 -07:00
Bobby Wang
2828da3c4c
[jvm-packages] Add XGBOOST_RABIT_TRACKER_IP_FOR_TEST to set rabit tracker IP. (#6869) 
* Add `XGBOOST_RABIT_TRACKER_IP_FOR_TEST` to set rabit tracker IP

* change spark and rabit tracker IP to 127.0.0.1on GitHub Action.

Co-authored-by: fis <jm.yuan@outlook.com>
 2021-04-22 02:00:22 +08:00
Naveed Ahmed Saleem Janvekar
608bda7052
[jvm-packages] add example to handle missing value other than 0 (#5677) 
add example to handle missing value other than 0 under Dealing with missing values section
 2020-10-28 17:24:35 -07:00
neko
6bc9b9dc4f
Fix doc for CMake requirement. (#6123) 2020-09-16 17:59:43 +08:00
Bobby Wang
00b0ad1293
[Doc] add doc for kill_spark_context_on_worker_failure parameter (#6097) 
* [Doc] add doc for kill_spark_context_on_worker_failure parameter

* resolve comments
 2020-09-09 21:28:44 -07:00
Philip Hyunsu Cho
4729458a36
[jvm-packages] [doc] Update install doc for JVM packages (#6051) 2020-08-23 14:14:53 -07:00
Bobby Wang
8943eb4314
[BLOCKING] [jvm-packages] add gpu_hist and enable gpu scheduling (#5171) 
* [jvm-packages] add gpu_hist tree method

* change updater hist to grow_quantile_histmaker

* add gpu scheduling

* pass correct parameters to xgboost library

* remove debug info

* add use.cuda for pom

* add CI for gpu_hist for jvm

* add gpu unit tests

* use gpu node to build jvm

* use nvidia-docker

* Add CLI interface to create_jni.py using argparse

Co-authored-by: Hyunsu Cho <chohyu01@cs.washington.edu>
 2020-07-26 21:53:24 -07:00
Philip Hyunsu Cho
1b1969f20d
[jvm-packages] [CI] Create a Maven repository to host SNAPSHOT JARs (#5533) 2020-04-14 19:33:32 -07:00
cpfarrell
9049c7c653 Add new lines for Spark XGBoost missing values section (#5180) 2020-01-07 12:14:16 +08:00
cpfarrell
bc9d88259f [jvm-packages] Allow for bypassing spark missing value check (#4805) 
* Allow for bypassing spark missing value check

* Update documentation for dealing with missing values in spark xgboost
 2019-12-18 10:48:20 -08:00
Jiaming Yuan
9fc681001a
Copy CMake parameter from dmlc-core. (#4948) 2019-10-17 23:46:32 -04:00
Oleksandr Pryimak
516955564b Update xgboost-spark doc (#4804) 2019-08-27 10:51:00 -07:00
Jiaming Yuan
ad1192e8a3
Remove silent in doc. [skip ci] (#4689) 2019-07-20 05:53:42 -04:00
Jiaming Yuan
5b2f805e74
Doc and demo for customized metric and obj. (#4598) 
Co-Authored-By: Theodore Vasiloudis <theodoros.vasiloudis@gmail.com>
 2019-06-26 16:13:12 +08:00
Jiaming Yuan
9494950ee7 Address some sphinx warnings and errors, add doc for building doc. (#4589) 2019-06-20 15:07:36 -07:00
Nan Zhu
adcd8ea7c6 Update xgboost4j_spark_tutorial.rst (#4476) 2019-05-17 04:17:57 +00:00
Shaochen Shi
18e4fc3690 [jvm-packages] Automatically set maximize_evaluation_metrics if not explicitly given in XGBoost4J-Spark (#4446) 
* Automatically set maximize_evaluation_metrics if not explicitly given.

* When custom_eval is set, require maximize_evaluation_metrics.

* Update documents on early stop in XGBoost4J-Spark.

* Fix code error.
 2019-05-09 12:49:44 -07:00
Philip Hyunsu Cho
ade3f30237
Fix list formatting in missing value tutorial in XGBoost4J-Spark 2019-05-06 14:24:02 -07:00
Philip Hyunsu Cho
b511638ca1
Fix list formatting in missing value tutorial in XGBoost4J-Spark 2019-05-06 14:21:49 -07:00
Daniel Hen
eabcc0e210 [jvm-packages] Tutorial on handling missing values (#4425) 
Add tutorial on missing values and how to handle those within XGBoost.
 2019-05-06 13:57:18 -07:00
Nan Zhu
65db8d0626
[jvm-packages] support spark 2.4 and compatibility test with previous xgboost version (#4377) 
* bump spark version

* keep float.nan

* handle brokenly changed name/value

* add test

* add model files

* add model files

* update doc
 2019-04-17 11:33:13 -07:00
Adam November
0c1d5f1120 Fix snapshot artifact name in docs. (#4196) 2019-03-03 13:27:50 -08:00
Yanbo Liang
9fefa2128d [jvm-packages] Fix early stop with xgboost4j-spark (#4176) 
* Fix early stop with xgboost4j-spark

* Update XGBoost.java

* Update XGBoost.java

* Update XGBoost.java

To use -Float.MAX_VALUE as the lower bound, in case there is positive metric.

* Only update best score if the current score is better (no update when equal)

* Update xgboost-spark tutorial to fix early stopping docs.
 2019-03-01 13:02:57 -08:00
Nan Zhu
c055a32609
[jvm-packages]support multiple validation datasets in Spark (#3910) 
* add back train method but mark as deprecated

* add back train method but mark as deprecated

* add back train method but mark as deprecated

* add back train method but mark as deprecated

* fix scalastyle error

* fix scalastyle error

* fix scalastyle error

* fix scalastyle error

* wrap iterators

* enable copartition training and validationset

* add parameters

* converge code path and have init unit test

* enable multi evals for ranking

* unit test and doc

* update example

* fix early stopping

* address the offline comments

* udpate doc

* test eval metrics

* fix compilation issue

* fix example
 2018-12-17 21:03:57 -08:00
Philip Hyunsu Cho
583c88bce7 [jvm-packages] Require vanilla Apache Spark (#3854) 2018-11-01 19:15:40 -07:00
Nan Zhu
5fbe230636
[jvm-packages] documenting tracker (#3831) 
* add back train method but mark as deprecated

* add back train method but mark as deprecated

* add back train method but mark as deprecated

* add back train method but mark as deprecated

* fix scalastyle error

* fix scalastyle error

* fix scalastyle error

* fix scalastyle error

* documenting tracker

* Make it a separate note
 2018-10-25 18:53:46 -07:00