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github.com/dmlc/xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow
https://github.com/dmlc/xgboost

[jvm-packages] Fix model compatibility (#7845)

a94e1b172e6ec5dcb7f80e36aadd4e9b20a75853 authored over 2 years ago by Bobby Wang <[email protected]>
[jvm-package] remove the coalesce in barrier mode (#7846)

686caad40c7214a410c6b653e6babe1435d698d9 authored over 2 years ago by Bobby Wang <[email protected]>
[POC] Experimental support for l1 error. (#7812)

Support adaptive tree, a feature supported by both sklearn and lightgbm. The tree leaf is recom...

fdf533f2b9af9c068cddba50839574c6abb58dc3 authored over 2 years ago by Jiaming Yuan <[email protected]>
Refactor pandas dataframe handling. (#7843)

ad06172c6b19dde83e2e937904b64a2d87fe01f0 authored over 2 years ago by Jiaming Yuan <[email protected]>
[doc] remove the doc about killing SparkContext [skip ci] (#7840)

bef1f939ceb964283f17f1f4cff3234ca18d3bc8 authored over 2 years ago by Bobby Wang <[email protected]>
[Breaking][jvm-packages] Use barrier execution mode (#7836)

With the introduction of the barrier execution mode. we don't need to kill SparkContext when som...

dc2e6996568cd824bf9afb3361c40df1696358c4 authored over 2 years ago by Bobby Wang <[email protected]>
[doc] update the jvm tutorial to 1.6.1 [skip ci] (#7834)

6ece549a905759617b6160d465b356aa058daed6 authored over 2 years ago by Bobby Wang <[email protected]>
Avoid warning in np primitive type tests. (#7833)

332380479bd7ea718c04124fe35693773eca1112 authored over 2 years ago by Jiaming Yuan <[email protected]>
[jvm-packages] move the dmatrix building into rabit context (#7823)

This fixes the QuantileDeviceDMatrix in distributed environment.

c45665a55a50e7134880b17ce100dd5be74887d2 authored over 2 years ago by Bobby Wang <[email protected]>
Remove `STRING_TYPES`. (#7827)

f0f76259c920bfbc6c34f0239e74561fea8f4ec3 authored over 2 years ago by Jiaming Yuan <[email protected]>
[doc] "irrevelant" to "irrelevant" (#7832)

c13a2a31145dea2cf110e95dd5ae2ddda76d3cd9 authored over 2 years ago by forestkey <[email protected]>
Expose `feature_types` to sklearn interface. (#7821)

c70fa502a50d0178f1e415ab83ef85cc34ca9457 authored over 2 years ago by Jiaming Yuan <[email protected]>
Clear configuration cache. (#7826)

401d451569cc0a49e7f5b14d7b558eb61a86d2a7 authored over 2 years ago by Jiaming Yuan <[email protected]>
Deprecate `use_label_encoder` in XGBClassifier. (#7822)

* Deprecate `use_label_encoder` in XGBClassifier.

* We have removed the encoder, now prepare ...

52d4eda786cea67dec6dc75844b7fa0b778ff566 authored over 2 years ago by Jiaming Yuan <[email protected]>
Remove warning in 1.4. (#7815)

5815df4c46e7cd8fea02c12f315335f8bfcc28b9 authored over 2 years ago by Jiaming Yuan <[email protected]>
v1.6.0 release note. [skip ci] (#7746)

Co-authored-by: Philip Hyunsu Cho <[email protected]>

d0de954af21e8a7d4a7300795665c58bc75f1499 authored over 2 years ago by Jiaming Yuan <[email protected]>
Fix training continuation with categorical model. (#7810)

* Make sure the task is initialized before construction of tree updater.

This is a quick fix ...

5dea21273a05493b4817df653e417ddc579635dc authored over 2 years ago by Jiaming Yuan <[email protected]>
[jvm-packages] add hostIp and python exec for rabit tracker (#7808)

2d83b2ad8fd46a16784a09951f4ced495c7eb6a2 authored over 2 years ago by Bobby Wang <[email protected]>
[doc] fix a typo in jvm/index.rst (#7806)

6f032b7152a6f55ff20bc2d358717f5640340e93 authored over 2 years ago by Bobby Wang <[email protected]>
Bump hadoop-common from 2.10.1 to 3.2.3 in /jvm-packages/xgboost4j-flink (#7801)

Bumps hadoop-common from 2.10.1 to 3.2.3.

---
updated-dependencies:
- dependency-name: org....

1bb19138110031d98b688bd80b58c30d16f74623 authored over 2 years ago by dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
[doc] Fix typo in build.rst (#7800)

avaiable -> available

56e4baff7c8f617ab4d42c10a5e934a78de98696 authored over 2 years ago by Ikko Ashimine <[email protected]>
[jvm-packages] fix evaluation when featuresCols is used (#7798)

3f536b5308d8145e42fb69fcfbe6b5564d5e3d2b authored over 2 years ago by Bobby Wang <[email protected]>
[doc] improve xgboost4j-spark-gpu doc [skip ci] (#7793)

Co-authored-by: Sameer Raheja <[email protected]>

4b00c64d969ca08a2dd4459b1f0ca12a29f54e94 authored over 2 years ago by Bobby Wang <[email protected]>
[jvm-packages] xgboost4j-spark should work when featuresCols is specified (#7789)

118192f11678aeaab510eaa725e815e4e706279e authored over 2 years ago by Bobby Wang <[email protected]>
[jvm-packages] remove the dep of com.fasterxml.jackson (#7791)

729d227b8953b4da29518d88342491869d06c50f authored over 2 years ago by Bobby Wang <[email protected]>
[jvm-packages] add doc for xgboost4j-spark-gpu (#7779)

Co-authored-by: Jiaming Yuan <[email protected]>

89d6419fd5a90fbf362a2130cff6153e7077222e authored over 2 years ago by Bobby Wang <[email protected]>
[jvm-packages] unify setFeaturesCol API for XGBoostRegressor (#7784)

2454407f3a5bac21322d79e440fa1e0c31fbb21d authored over 2 years ago by Bobby Wang <[email protected]>
[CI] Speed up CPU test pipeline (#7772)

e5ab8f3ebeea4e2ccba494855c349c21ce0dca09 authored over 2 years ago by Philip Hyunsu Cho <[email protected]>
Remove text loading in basic walk through demo. (#7753)

bcce17e68841221f8cb29a74160d59bfc70d0263 authored over 2 years ago by Jiaming Yuan <[email protected]>
[doc] Update doc for Kubernetes Operator (#7777)

c467e90ac112fcbe443cc5450fc3c17828aa17ae authored over 2 years ago by giuliohome <[email protected]>
Drop support for deprecated CUDA architectures. (#7774)

Co-authored-by: Philip Hyunsu Cho <[email protected]>

fd78af404b49397a017c6a6091c1670a437e0201 authored over 2 years ago by Jiaming Yuan <[email protected]>
Remove use of distutils. (#7770)

distutils is deprecated and replaced by other stdlib constructs.

02dd7b69130887cfaebbc8f524e0d6fc77d7990d authored over 2 years ago by Jiaming Yuan <[email protected]>
[CI] Enable faulthandler to show details when 0xC0000005 error occurs (#7771) (#7775)

e8eff3581b665c584e611f0cd004123d8baad79e authored over 2 years ago by Philip Hyunsu Cho <[email protected]>
Avoid compiler warning about comparison. (#7768)

6fa1afdffcfb3c556333b5ecaf326fbdd2e33f88 authored over 2 years ago by Jiaming Yuan <[email protected]>
Bump version. (#7769)

522636cb522f2d42e04af840fe1e98e3d418cd12 authored over 2 years ago by Jiaming Yuan <[email protected]>
Support pandas nullable types. (#7760)

9150fdbd4d989767f7126c589f773649a594dbc3 authored over 2 years ago by Jiaming Yuan <[email protected]>
Fix failures on R hub and Win builder. (#7763)

* Update date.
* Workaround amalgamation build with clang. (SimpleDMatrix instantiation)
* W...

d4796482b591f211929c50a50468aa69ce689cb8 authored over 2 years ago by Jiaming Yuan <[email protected]>
Cleanup configuration for constraints. (#7758)

a50b84244e75d1328e77bc8d707f188b89c1a0d3 authored over 2 years ago by Jiaming Yuan <[email protected]>
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.

3c9b04460a2e8aaec7a3aff494b3bcb9ff6a8b70 authored over 2 years ago by Jiaming Yuan <[email protected]>
Mitigate flaky tests. (#7749)

* Skip non-increasing test with external memory when subsample is used.
* Increase bin number...

8b3ecfca255ed99525ced4e183656561ce3764c3 authored over 2 years ago by Jiaming Yuan <[email protected]>
Added CPPFLAGS and LDFLAGS to the testing for OpenMP during R installation from source. (#7759)

39c5616af2f62bc4d9e9d0699334eaf19f5d663a authored over 2 years ago by Christian Marquardt <[email protected]>
Fix cox objective test by using XGBOOST_PARALLEL_STABLE_SORT (#7756)

b37ff3d49207d29d114ab05cf759198a661d3329 authored over 2 years ago by Haoming Chen <[email protected]>
Check cupy lazily. (#7752)

b3ba0e87088993e01d3e56bae13f5a8e568c69ec authored over 2 years ago by Jiaming Yuan <[email protected]>
Workaround compiler error. (#7745)

af0cf88921f4d80a2a338e40f2620c9579afa100 authored over 2 years ago by Jiaming Yuan <[email protected]>
Use context in `SetInfo`. (#7687)

* Use the name `Context`.
* Pass a context object into `SetInfo`.
* Add context to proxy matri...

64575591d869413c1200a25eea1e8f1277a127fa authored over 2 years ago by Jiaming Yuan <[email protected]>
[jvm-packages] Launch dev jvm image under my user (#4676)

Co-authored-by: Philip Hyunsu Cho <[email protected]>

f5b20286e2bf7dc412a3bb29b2efd5f2ab9ad84b authored over 2 years ago by Oleksandr Pryimak <[email protected]>
Add type hints to core.py (#7707)

Co-authored-by: Chengyang Gu <[email protected]>
Co-authored-by: jiamingy <jm.yuan@outlook....

c92ab2ce494dbf10107866f6257807a6d9277830 authored over 2 years ago by Chengyang <[email protected]>
Update install doc (#7747)

66cb4afc6cce10a81088d9eaae7ef5f87007caaa authored over 2 years ago by Philip Hyunsu Cho <[email protected]>
Update JVM dev build Dockerfile and shell script (#6792)

Co-authored-by: Zhuo Yuzhen <[email protected]>

f20ffa8db370aa7bab1fc66fe211ac5f9ba7cf24 authored over 2 years ago by Aging <[email protected]>
External memory support for hist (#7531)

* Generate column matrix from gHistIndex.
* Avoid synchronization with the sparse page once t...

4d81c741e91c7660648f02d77b61ede33cef8c8d authored over 2 years ago by Jiaming Yuan <[email protected]>
Demo for using custom objective with multi-target regression. (#7736)

cd558231123113d1fd7a99ff0a6cc4ef1c528c33 authored over 2 years ago by Jiaming Yuan <[email protected]>
Small cleanup to hist tree method. (#7735)

* Remove special optimization using number of bins.
* Remove 1-based index for column samplin...

996cc705af9d26bed3cf7ce0f33e99389be46e50 authored over 2 years ago by Jiaming Yuan <[email protected]>
[CI] Upgrade GitHub action Windows workers. (#7739)

718472dbe2cf52a078f881947eae09b1ee6ccecd authored over 2 years ago by Jiaming Yuan <[email protected]>
Replace device sync with stream sync. (#7737)

9a400731d9030cf82fcb4b03a56eb223b903747c authored over 2 years ago by Jiaming Yuan <[email protected]>
[R] Fix parsing decision stump. (#7689)

da351621a1b6914035ce5c8dedb76151242b9ba3 authored over 2 years ago by Jiaming Yuan <[email protected]>
Sort sparse page index when constructing DMatrix. (#7731)

e78a38b8375e0bc8e9c0a6f9232e80faadc17c21 authored over 2 years ago by Jiaming Yuan <[email protected]>
Support building SimpleDMatrix from Arrow data format (#7512)

* Integrate with Arrow C data API.
* Support Arrow dataset.
* Support Arrow table.

Co-autho...

613ec36c5a552363b348854a5765aad52b403c52 authored over 2 years ago by Xiaochang Wu <[email protected]>
Correct xgboost-config directory for inclusion in other projects (#7730)

6b6849b001704bf292837d280dfd78934adcf12c authored over 2 years ago by William Hicks <[email protected]>
Implement slope for Pseduo-Huber. (#7727)

* Add objective and metric.
* Some refactoring for CPU/GPU dispatching using linalg module.

98d6faefd629050dc4c0347b8373a989d06a3864 authored over 2 years ago by Jiaming Yuan <[email protected]>
[JVM-Packages] Add support for detecting musl-based Linux (#7624)

Co-authored-by: Marc Philipp <[email protected]>

4dafb5fac81cf2b99fefb6fab984116d86410fbd authored over 2 years ago by Daniel Clausen <[email protected]>
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...

04fc575c0eef61eac71de11f0d4c610e4458ebdc authored over 2 years ago by Haoming Chen <[email protected]>
Initialize TreeUpdater ctx_ with nullptr (#7722)

55463b76c1e18faaff2d5b920f733651b7e548fb authored over 2 years ago by Haoming Chen <[email protected]>
[dask] prediction with categorical data. (#7708)

a62a3d991d8826719e13f6e7b502b9c0409bbaac authored over 2 years ago by Jiaming Yuan <[email protected]>
Fix for Feature shape mismatch error (#7715)

68b6d6bbe2fc8acb84c8a54e5ec28f6f3ff3353c authored over 2 years ago by Pradipta Ghosh <[email protected]>
multi groups in the constraints (#7711)

a92e0f6240fc68a9a1d96bdab8acdf3539cf6b9e authored over 2 years ago by Cheng Li <[email protected]>
Optimize GPU evaluation function for categorical data. (#7705)

* Use transform and cache.

1d468e20a4fff83f3149e99371b67e6b31f64152 authored over 2 years ago by Jiaming Yuan <[email protected]>
Update documents and tests. (#7659)

* Revise documents after recent refactoring and cat support.
* Add tests for behavior of ma...

18a4af63aa2f99f5941fe36cb147829d68aa42d1 authored over 2 years ago by Jiaming Yuan <[email protected]>
Fix file descriptor leak. (#7704)

5eed2990ad3cde6b5641f0f11d9d16d0bdf02cde authored over 2 years ago by Jiaming Yuan <[email protected]>
Use CUDA 11 in clang-tidy (#7701)

* Show command args when clang-tidy fails

* Add option to specify CUDA args

* Use clang-ti...

1b25dd59f9a5b8dfb29758de6e10602e8d6f5eed authored over 2 years ago by Philip Hyunsu Cho <[email protected]>
Support categorical data for hist. (#7695)

* Extract partitioner from hist.
* Implement categorical data support by passing the gradient i...

83a66b4994e07dbece66ecdbf6a2a13e8557daa9 authored over 2 years ago by Jiaming Yuan <[email protected]>
[R] Construct booster object in `load.raw`. (#7686)

f60d95b0ba1c42f6219da7429eeaa1c76642bc8e authored over 2 years ago by Jiaming Yuan <[email protected]>
[jvm-packages] fix the prediction issue for multi:softmax (#7694)

89aa8ddf52e5bbd714c20a341b7ef86d11067643 authored over 2 years ago by Bobby Wang <[email protected]>
Small cleanup to gradient index and hist. (#7668)

* Code comments.
* Const accessor to index.
* Remove some weird variables in the `Index` class...

6762c45494f5eabdf3c40912cf5c005ced6d332f authored over 2 years ago by Jiaming Yuan <[email protected]>
Update R package description. (#7691)

* Change role.
* Remove cmake file when building the package.

49c74a53698c58ead4f9788e808d22fac4c3b0d4 authored over 2 years ago by Jiaming Yuan <[email protected]>
[jvm-packages] unify the set features API (#7692)

xgboost4j-spark provides 2 sets of API for setting features, one for CPU, another for GPU, which...

e3e6de5ed92c2abc0e06a6dbe928cda25f3da6a7 authored over 2 years ago by Bobby Wang <[email protected]>
[doc] Clarify that states in callbacks are mutated. (#7685)

* Fix copy for cv. This prevents inserting default callbacks into the input list.
* Clarify th...

c859764d2923616adeaa653597bbc1d54ae9d360 authored over 2 years ago by Jiaming Yuan <[email protected]>
Fix document build with scikit-learn (#7684)

* Require sphinx >= 4.4 for RTD.

* Install sklearn.

584bae1fc6c8576ad005a9697f7d8f1fdf215cfc authored over 2 years ago by Jiaming Yuan <[email protected]>
Require Python 3.7. (#7682)

* Update setup.py.

e56d1779e1771c892388ebb7d416cf5a39a77ced authored over 2 years ago by Jiaming Yuan <[email protected]>
Honor CPU counts from CFS. (#7654)

549f3bd7819f07a003f6302ad1b7f38f93cec45b authored over 2 years ago by Jiaming Yuan <[email protected]>
Fix typo. (#7680)

671b3c8d8e8a1b0d6cb5f892a3755b729e21e76f authored over 2 years ago by Jiaming Yuan <[email protected]>
[R] Fix broken links. (#7670)

b2341eab0c0367eb4f20496e879a95ed4ab52f55 authored over 2 years ago by Jiaming Yuan <[email protected]>
[jvm-packages] Do not repartition when nWorker = 1 (#7676)

131858e7cbea042ff3e882db38a2dd945aa27239 authored over 2 years ago by Bobby Wang <[email protected]>
Cleanup some pylint errors. (#7667)

* Cleanup some pylint errors.

* Cleanup pylint errors in rabit modules.
* Make data iter an ...

f08c5dcb0621a347c722924a103992340730e371 authored over 2 years ago by Jiaming Yuan <[email protected]>
Define export symbols in callback module. (#7665)

b76c5d54bf4ba153f03bf73f6c9aa5ee034df659 authored over 2 years ago by Jiaming Yuan <[email protected]>
Ensure models with categorical splits don't use old binary format. (#7666)

7366d3b20cad8e28ecef67d5130c71e81bb0b088 authored over 2 years ago by Jiaming Yuan <[email protected]>
[doc] Update document for building from source. (#7664)

- Mention standard install command for R package.
- Remove repeated "get source" step.
- Remov...

14d61b01413848c4424d5b83aff8a62904f7ab07 authored over 2 years ago by Jiaming Yuan <[email protected]>
Work around nvcc error. (#7673)

d625dc20475b5ffc45ca8f1d65c0a5a1ffd4283a authored over 2 years ago by Jiaming Yuan <[email protected]>
Avoid print for R package. (#7672)

3877043d418da430a5359469ba27907033ca4f3e authored over 2 years ago by Jiaming Yuan <[email protected]>
Avoid `std::terminate` for R package. (#7661)

This is part of CRAN policies.

711f7f38515074d96f9c306dc6558917c5f75f43 authored over 2 years ago by Jiaming Yuan <[email protected]>
[R] Implement feature weights. (#7660)

12949c6b3134817f2f38ca765f42d9fdbda6e600 authored over 2 years ago by Jiaming Yuan <[email protected]>
[CI] Fix S3 upload (#7662)

0149f81a5a0f599dc1dd339efe9d1fe04fcd5993 authored over 2 years ago by Philip Hyunsu Cho <[email protected]>
[doc] Fix broken link. [skip ci] (#7655)

93eebe86643aadac55a86e13c11cee697a6706f5 authored over 2 years ago by Jiaming Yuan <[email protected]>
[doc] Update for prediction. (#7648)

0da7d872ef6b5fd3ffb1dc8f5189d7e4fafa807e authored over 2 years ago by Jiaming Yuan <[email protected]>
Support optimal partitioning for GPU hist. (#7652)

* Implement `MaxCategory` in quantile.
* Implement partition-based split for GPU evaluation. C...

0d0abe1845632639e49a5abb1d0e8208f1cde606 authored over 2 years ago by Jiaming Yuan <[email protected]>
Add tests for prediction cache. (#7650)

* Extract the test from approx for other tree methods.
* Add note on how it works.

2369d55e9a57a11e42631af4c22b8b42cc23d4f0 authored over 2 years ago by Jiaming Yuan <[email protected]>
[dask] Improve configuration for port. (#7645)

- Try port 0 to let the OS return the available port.
- Add port configuration.

5cd1f71b519e82dd7dc5a04678bd771066cba26d authored over 2 years ago by Jiaming Yuan <[email protected]>
[dask] Fix empty partition with pandas input. (#7644)

Empty partition is different from empty dataset. For the former case, each worker has
non-empt...

b52c4e13b006937e6da651b763b147ba75bf2d7d authored over 2 years ago by Jiaming Yuan <[email protected]>
Add maintainer for R package. (#7649)

1f020a6097e8fb79e05d55912fba72aa4ccc011e authored over 2 years ago by Jiaming Yuan <[email protected]>
[CI] Update R cache. (#7646)

1441a6cd2750f0407e1d9ecef9c83d7b2a31603e authored over 2 years ago by Jiaming Yuan <[email protected]>
Prepare external memory support for hist. (#7638)

This PR prepares the GHistIndexMatrix to host the column matrix which is used by the hist tree m...

2775c2a1abd4b5b759ff517617434c8b9aeb4cc0 authored over 2 years ago by Jiaming Yuan <[email protected]>