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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

Update the C API comments (#6457)

Signed-off-by: Hao Ziyu <[email protected]>

Co-authored-by: Hao Ziyu <[email protected]>

749364f25d7edb02676c793991f1345d3ee0beee authored almost 4 years ago by hzy001 <[email protected]>
Accept numpy array for DMatrix slice index. (#6368)

347f593169a89ba7890b49f453b8fb8a86eef91f authored almost 4 years ago by Jiaming Yuan <[email protected]>
Fix DMatrix feature names/types IO. (#6507)

* Fix feature names/types IO

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

ef4a0e0aacb1b51087f76297368dee4be6188e7e authored almost 4 years ago by Jiaming Yuan <[email protected]>
Support categorical data in GPU weighted sketching. (#6508)

886486a5193fc00309df950d19df57cb19b158d7 authored almost 4 years ago by Jiaming Yuan <[email protected]>
Improved InitSampling function speed by 2.12 times (#6410)

* Improved InitSampling function speed by 2.12 times

* Added explicit conversion

5c8ccf4455e3eef3f863573958853bd6240800bd authored almost 4 years ago by Igor Rukhovich <[email protected]>
Move metric configuration into booster. (#6504)

3c3f026ec1ee763afb8b147fb95068c10b057fa4 authored almost 4 years ago by Jiaming Yuan <[email protected]>
Show partition status in dask error. (#6366)

d45c0d843ba46f1e380293d2926e99144a9e38d0 authored almost 4 years ago by Jiaming Yuan <[email protected]>
[doc] [dask] Add example on early stopping with Dask (#6501)

Co-authored-by: fis <[email protected]>

1e2c3ade9edae18696d69a03f0af13ddbb76cd4e authored almost 4 years ago by James Lamb <[email protected]>
Fix handling of print period in EvaluationMonitor (#6499)

Co-authored-by: Kirill Shvets <[email protected]>

8139849ab69e409110ca0a12fe88c00abe23c8db authored almost 4 years ago by ShvetsKS <[email protected]>
Add conda-forge badge (#6502)

9a194273cd18e3734b452dbec677dae10aebc803 authored almost 4 years ago by Philip Hyunsu Cho <[email protected]>
Add release note for 1.3.0 in NEWS.md (#6495)

* Add release note for 1.3.0

* Address reviewer's comment

* Fix silly mistake

* Apply s...

aac4eba2eff20cc320bbf7b6475ba48cbfcafde0 authored almost 4 years ago by Philip Hyunsu Cho <[email protected]>
[doc] [dask] fix partitioning in Dask example (#6389)

afc45672689048362cb6b50db8698196cc707764 authored almost 4 years ago by James Lamb <[email protected]>
[dask] Support all parameters in regressor and classifier. (#6471)

* Add eval_metric.
* Add callback.
* Add feature weights.
* Add custom objective.

a30461cf8715935f21ff6b8dfa10e62069b3c442 authored almost 4 years ago by Jiaming Yuan <[email protected]>
Pass correct split_type to GPU predictor (#6491)

* Pass correct split_type to GPU predictor

* Add a test

c31e3efa7c2b886ebc9c0a63b4ed6a5b027214d7 authored almost 4 years ago by Philip Hyunsu Cho <[email protected]>
Bump version to 1.4.0 snapshot in master (#6486)

0d483cb7c134977874e19bffd16871a483820825 authored almost 4 years ago by Philip Hyunsu Cho <[email protected]>
[CI] Use manylinux2010_x86_64 container to vendor libgomp (#6485)

b8044e613671ee209239c73ebf88e2767a473a10 authored almost 4 years ago by Philip Hyunsu Cho <[email protected]>
Fix dask ip resolution. (#6475)

This adopts the solution used in dask/dask-xgboost#40 which employs the get_host_ip from dmlc-co...

0ffaf0f5be4c486a1802e56812cc2e0d75042c69 authored almost 4 years ago by Jiaming Yuan <[email protected]>
Don't validate feature when number of rows is 0. (#6472)

47b86180f6db59f240c6ae86f5cba0d002826574 authored almost 4 years ago by Jiaming Yuan <[email protected]>
[Doc] Document that AUC and AUCPR are for binary classification/ranking [skip ci] (#5899)

55bdf084cb88f0a4418fe70b3e13103094e74205 authored almost 4 years ago by Philip Hyunsu Cho <[email protected]>
Fix global config default value. (#6470)

703c2d06aa7c5649672506fb3acc37f5f72481a4 authored almost 4 years ago by Jiaming Yuan <[email protected]>
Fix filtering callable objects in skl xgb param. (#6466)

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

d6386e45e8ed19c238ee06544dabbcbf56e02bbc authored almost 4 years ago by Jiaming Yuan <[email protected]>
[CI] Fix CentOS 6 Docker images (#6467)

05e5563c2c69668799f8c5b0fb2040e1421f684a authored almost 4 years ago by Philip Hyunsu Cho <[email protected]>
Vendor libgomp in the manylinux Python wheel (#6461)

* Vendor libgomp in the manylinux2014_aarch64 wheel

* Use vault repo, since CentOS 6 has reac...

84b726ef53591509c1727ef46f8a57b2ef23d9af authored almost 4 years ago by Philip Hyunsu Cho <[email protected]>
Enforce row-major order in cuPy array (#6459)

c103ec51d8508d45fe86125db9a677529af33b9b authored almost 4 years ago by Philip Hyunsu Cho <[email protected]>
Fix docstring of config.py to use correct versionadded (#6458)

4f70e140314dc084d70d8967d244dfb88ac9211b authored almost 4 years ago by Philip Hyunsu Cho <[email protected]>
Add global configuration (#6414)

* Add management functions for global configuration: XGBSetGlobalConfig(), XGBGetGlobalConfig()....

fb56da5e8b95f3fa0a797a4b2bd073d13e28ed3b authored almost 4 years ago by Philip Hyunsu Cho <[email protected]>
Fix broken links. (#6455)

Co-authored-by: Hao Ziyu <[email protected]>
Co-authored-by: fis <[email protected]>

c2ba4fb95742c9fe927ee2c5f180ef81a20d33d1 authored almost 4 years ago by hzy001 <[email protected]>
Fix period in evaluation monitor. (#6441)

927c316aeb0a948e9635c1ffe54d5e6ed25f6797 authored almost 4 years ago by Jiaming Yuan <[email protected]>
Fix CLI ranking demo. (#6439)

Save model at final round.

f4ff1c53fdb58b8aa4d97c5d93eed3f0251829de authored almost 4 years ago by Jiaming Yuan <[email protected]>
Optionaly fail when gpu_id is set to invalid value (#6342)

b0036b339bb8b42b182040ab576d3885144c4394 authored almost 4 years ago by Honza Sterba <[email protected]>
Thread local memory allocation for BuildHist (#6358)

* thread mem locality

* fix apply

* cleanup

* fix lint

* fix tests

* simple try
...

956beead705118fd2513da79af9ccfe9cef59a0d authored almost 4 years ago by ShvetsKS <[email protected]>
[CI] Upgrade cuDF and RMM to 0.17 nightlies (#6434)

4dbbeb635d098262d6aa1cdc1da449420bb642c0 authored almost 4 years ago by Philip Hyunsu Cho <[email protected]>
[R] Fix R package installation via CMake (#6423)

0c85b90671a06f702bbe7489a126176642513b17 authored almost 4 years ago by Philip Hyunsu Cho <[email protected]>
Fix MPI build. (#6403)

42d31d9dcb6f7c1cb7d0545e9ab3a305ecad0816 authored almost 4 years ago by Jiaming Yuan <[email protected]>
[SKL] Propagate parameters to booster during set_param. (#6416)

2ce2a1a4d80a1af663118a8b3a0a976b9e569c23 authored almost 4 years ago by Jiaming Yuan <[email protected]>
Misleading exception information: no such param of "allow_non_zero_missing" (#6418)

cc581b3b6b49958a56b440de2f5d4769b8fdd193 authored almost 4 years ago by zhang_jf <[email protected]>
[dask] Update document. [skip ci] (#6413)

00218d065a50180faadf3215a8c90f730b3ad026 authored almost 4 years ago by Jiaming Yuan <[email protected]>
Fix flaky sparse page dmatrix test. (#6417)

c120822a241a450257d654fc758945a5fe3ceb45 authored almost 4 years ago by Jiaming Yuan <[email protected]>
Fix dask predict (#6412)

a7b42adb7429de37488b2c74d4f2f0b5fe9b59ef authored almost 4 years ago by Jiaming Yuan <[email protected]>
Small cleanup to evaluator. (#6400)

44a9d69efb1b9f91c52b373ddf7594773d590cc3 authored almost 4 years ago by Jiaming Yuan <[email protected]>
Use pytest conventions consistently (#6337)

* Do not derive from unittest.TestCase (not needed for pytest)

* assertRaises -> pytest.raise...

9c9070aea2ed0022922b7ff249224d56eb241a10 authored almost 4 years ago by Philip Hyunsu Cho <[email protected]>
[CI] Upgrade to MacOS Mojave image (#6406)

c763b50dd0ccc1179108f32f19a5b2e21f186c69 authored almost 4 years ago by Philip Hyunsu Cho <[email protected]>
[jvm-packages] fix potential unit test suites aborted issue (#6373)

* fix race conditio

* code cleaning

rm pom.xml-e

* clean again

* fix compilation iss...

4d1d5d401029b72f29a0227843b40d41f53944c6 authored almost 4 years ago by Nan Zhu <[email protected]>
[R] Do not convert continuous labels to factors (#6380)

* [R] Do not convert continuous labels to factors

* Address reviewer's comment

e426b6e0404d88b29b57c6f229a138426d9255db authored almost 4 years ago by Philip Hyunsu Cho <[email protected]>
[R] remove uses of exists() (#6387)

3cca1c5fa1ac0615762e5b562fff5a306d0c7cb0 authored almost 4 years ago by James Lamb <[email protected]>
Fix typo. (#6399)

3ac173fc8b68940416bab134dd019195b16519f3 authored almost 4 years ago by Jiaming Yuan <[email protected]>
Fixed few grammatical mistakes in doc (#6393)

ae1662028a20e66ea101c120f8ee73bbdde585de authored almost 4 years ago by Nikhil Choudhary <[email protected]>
Fix broken link in CLI doc (#6396)

5cb24d0d39093d6065ce381355658eed69aa118e authored almost 4 years ago by Philip Hyunsu Cho <[email protected]>
Disable HT for DMatrix creation (#6386)

Co-authored-by: SHVETS, KIRILL <[email protected]>

512b464cfa109bbd8c4bb88eaf418060656ee8a1 authored almost 4 years ago by ShvetsKS <[email protected]>
[dask] Small cleanup. (#6391)

fcd6fad822256c68415a7dc7329b5b17ea00b6d4 authored almost 4 years ago by Jiaming Yuan <[email protected]>
[dask] Fix union of workers. (#6375)

4ccf92ea344ac3704c9b501ae88bb106d82f71d6 authored almost 4 years ago by Jiaming Yuan <[email protected]>
Deprecate positional arguments. (#6365)

Deprecate positional arguments in following functions:

- `__init__` for all classes in sklear...

fcfeb4959c6e361f2fd1cd18c3b61b598dc205ae authored almost 4 years ago by Jiaming Yuan <[email protected]>
[dask] Allow empty data matrix in AFT survival (#6379)

* [dask] Allow empty data matrix in AFT survival

* Add unit test

e5193c21a12b6ed39d5f278f0465041b33c3ae33 authored almost 4 years ago by Philip Hyunsu Cho <[email protected]>
[CI] Add noLD R test (#6382)

* [CI] Add noLD test

* Make noLD test only trigger with a PR comment

* [CI] Don't install ...

5a33c2f3a099da4e4cc677cbf66c69073b5ffe70 authored almost 4 years ago by Philip Hyunsu Cho <[email protected]>
Expect gpu external memory to fail. (#6381)

c1a62b5fa2aff838d8dcfdb08907ace6f4ae2b51 authored almost 4 years ago by Jiaming Yuan <[email protected]>
Update Python documents. (#6376)

c90f968d92949e26fff2dea326ace0ca5c4f0a48 authored almost 4 years ago by Jiaming Yuan <[email protected]>
[R] Fix a crash that occurs with noLD R (#6378)

c5645180a6afb9d3d771165e681985fe3522adf6 authored almost 4 years ago by Philip Hyunsu Cho <[email protected]>
[doc] make Dask distributed example copy-pastable (#6345)

12d27f43ff117462d607d0949fb89bccbc405a49 authored almost 4 years ago by James Lamb <[email protected]>
Fix label errors in graph visualization (#6369)

d711d648cb83409da00ff48e1890e1e9e3868566 authored almost 4 years ago by Jiaming Yuan <[email protected]>
[R] Fix warnings from R check --as-cran (#6374)

* Remove exit and printf.

* Fix warnings.

debeae2509d90ec1d3402a3a185fba7a25113ff1 authored almost 4 years ago by Jiaming Yuan <[email protected]>
[dask] Supoort running on GKE. (#6343)

* Avoid accessing `scheduler_info()['workers']`.
* Avoid calling `client.gather` inside task....

6e12c2a6f8ecfdbe430e4fdde83008323cb1ec24 authored almost 4 years ago by Jiaming Yuan <[email protected]>
Implement GPU predict leaf. (#6187)

8a17610666dd1286fbeb20a96f6aab92ef63a994 authored almost 4 years ago by Jiaming Yuan <[email protected]>
[CI] Remove R check from Jenkins (#6372)

* Remove R check from Jenkins

* Print stacktrace when CRAN test fail in GitHub Actions

* A...

7f101d1b331caae99c0ba685bf6e426b7e68b9ad authored almost 4 years ago by Philip Hyunsu Cho <[email protected]>
Run R check as cran on action. [skip ci] (#6371)

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

a5cfa7841eac097e24a5d1d89f9c5d3e3c37e868 authored almost 4 years ago by Jiaming Yuan <[email protected]>
Deterministic data partitioning for external memory (#6317)

* Make external memory data partitioning deterministic.

* Change the meaning of `page_size` f...

43efadea2eff922dfa01e652f4483a21f7186a88 authored almost 4 years ago by Jiaming Yuan <[email protected]>
Update custom_metric_obj.rst (#6367)

9564886d9fa3cb06756b1cb3b0a126d523ba3051 authored almost 4 years ago by Jean Lescut-Muller <[email protected]>
Support shared library in system path. (#6362)

e65e3cf36e666a5b7afe6a0293caf8c63c9d0676 authored almost 4 years ago by Jiaming Yuan <[email protected]>
Add period to evaluation monitor. (#6348)

184e2eac7dd7b1df324ab5c7fca32c810981fd8b authored almost 4 years ago by Jiaming Yuan <[email protected]>
simple fix for static shedule in predict (#6357)

Co-authored-by: ShvetsKS <[email protected]>

d411f98d2618cb1ee42a60b7e7e5f5e4be35d08d authored almost 4 years ago by ShvetsKS <[email protected]>
Avoid resetting seed for every configuration. (#6349)

519cee115a940ccbed433f3afc7fed839c1a5b85 authored almost 4 years ago by Jiaming Yuan <[email protected]>
Ignore files from local Dask development (#6346)

f3a4253984f1b76cc542fb313c3186264c2cdba0 authored almost 4 years ago by James Lamb <[email protected]>
Fix missing space in warning message (#6340)

51e6531315006cd4740a766d328bda3afb5d1536 authored almost 4 years ago by Jack Dunn <[email protected]>
Support slicing tree model (#6302)

This PR is meant the end the confusion around best_ntree_limit and unify model slicing. We have ...

2cc9662005164fc6cd6d8ec40af6ed23a15e780f authored almost 4 years ago by Jiaming Yuan <[email protected]>
Fix inclusive scan for large sizes (#6234)

29745c6df2d6240579d9af22fd22e35db08acf02 authored almost 4 years ago by Rory Mitchell <[email protected]>
[dask] Fix prediction on `DaskDMatrix` with multiple meta data. (#6333)

* Unify the meta handling methods.

7756192906108d7dd5dfb1cd24e10a65f0cff51f authored almost 4 years ago by Jiaming Yuan <[email protected]>
Optional find_package for sanitizers. (#6329)

5a7b3592ed4e7a0d348b0f30db9a26e7103e2fca authored almost 4 years ago by Jiaming Yuan <[email protected]>
Enable shap sparse test. (#6332)

048acf81cd258ff1ab165fbb8313ce3652fa9107 authored almost 4 years ago by Jiaming Yuan <[email protected]>
Clean up warnings (#6325)

5e1e972aea729928fc55185c0adf0813effbf6e4 authored almost 4 years ago by Igor Moura <[email protected]>
Add a new github actions badge (#6321)

f0fe18fc28e7c3cc6e345814d0b2467e7495ca63 authored almost 4 years ago by nabokovas <[email protected]>
Fix Python callback. (#6320)

6ff331b705c5edfffd9942caec7b9a1a9c3465aa authored almost 4 years ago by Jiaming Yuan <[email protected]>
Reduced some C++ compiler warnings (#6197)

* Removed some warnings

* Rebase with master

* Solved C++ Google Tests errors made by refa...

b181a88f9f684c4aea100a47365e033ece220898 authored almost 4 years ago by Sergio Gavilán <[email protected]>
Fix flaky data initialization test. (#6318)

c80657b542ead48bd317a20ea359b13a9b81933d authored almost 4 years ago by Jiaming Yuan <[email protected]>
[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

608bda7052b195df7db25265263d6ed5a450a6be authored almost 4 years ago by Naveed Ahmed Saleem Janvekar <[email protected]>
Lazy import dask libraries. (#6309)

* Lazy import dask libraries.

* Lint && fix.

* Use short name.

74ea82209b8eb42be411eb17f8336d2a447c5f9d authored almost 4 years ago by Jiaming Yuan <[email protected]>
Group CLI demo into subdirectory. (#6258)

CLI is not most developed interface. Putting them into correct directory can help new users to a...

dfac5f89e94969fa2f3a44335033dc0f9e62577c authored almost 4 years ago by Jiaming Yuan <[email protected]>
[R] allow xgb.plot.importance() calls to fill a grid (#6294)

6383757dcae95292fdfcabd16c8016f8cb4c0800 authored almost 4 years ago by James Lamb <[email protected]>
Added USE_NCCL_LIB_PATH option to enable user to set NCCL_LIBRARY during build (#6310)

Description: To enable user to set NCCL_LIBRARY during build

d261ba029a50aa8786bce78cf35f45f6c686faf2 authored almost 4 years ago by Tanuja Kirthi Doddapaneni <[email protected]>
Compiler warnings (#6286)

* Fix warnings for json.h

* Fix warnings for metric.h

* Fix warnings for updater_quantile_...

671971e12e7e9da8d6a5ae18776e9c2af475571a authored almost 4 years ago by vcarpani <[email protected]>
Document tree method for feature weights. (#6312)

e8884c4637da1439614ed48e06a2dee98548be3d authored almost 4 years ago by Jiaming Yuan <[email protected]>
Mark flaky tests as XFAIL (#6299)

* Temporarily skip TestGPUUpdaters::test_categorical

* Temporarily skip test_boost_from_predi...

143b278267d35a644c0fbe7740dae38394b197a9 authored almost 4 years ago by Philip Hyunsu Cho <[email protected]>
Support unity build. (#6295)

* Support unity build.

* Setup on Windows Jenkins.

* Revert "Setup on Windows Jenkins."

...

c4da967b5cf95634db34226ec19d0f75dbe72391 authored almost 4 years ago by Jiaming Yuan <[email protected]>
[CI] Use separate Docker cache for each CUDA version (#6305)

f6169c0b16e5b5848f57fd588ec19d16a38f52d1 authored almost 4 years ago by Philip Hyunsu Cho <[email protected]>
Fix inplace prediction interval. (#6259)

* Add back the interval in call.
* Make the interval non-optional.

3310e208fdc846e3e929f42009345e90c7841205 authored almost 4 years ago by Jiaming Yuan <[email protected]>
Reduce warning. (#6273)

cc767247628e0c81956515292ba824b89432e9e8 authored almost 4 years ago by Jiaming Yuan <[email protected]>
Create a tutorial for using the C API in a C/C++ application (#6285)

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

4e9c4f2d73460e58137dc68d9fd8571844da4970 authored almost 4 years ago by DIVYA CHAUHAN <[email protected]>
[ci] replace 'egrep' with 'grep -E' (#6287)

e1de390e6e3003bd19f1e191103c1b9ff9d53546 authored almost 4 years ago by James Lamb <[email protected]>
Update GPUTreeShap, add docs (#6281)

* Update GPUTreeShap, add docs

* Fix test

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

f0c3ff313f022690a6b2d3fdaf0bf4585bb80fb1 authored almost 4 years ago by Rory Mitchell <[email protected]>
Cleanup RABIT. (#6290)

* Remove recovery and MPI speed tests.
* Remove readme.
* Remove Python binding.
* Add chec...

b180223d1809a6ddd04941b2ed1913476d6c39b1 authored almost 4 years ago by Jiaming Yuan <[email protected]>
Update plugin instructions for CMake build (#6289)

8e0f5a6fc7ca6eff27f7b1fb26d8563e750b1e2d authored almost 4 years ago by Akira Funahashi <[email protected]>
Deprecate LabelEncoder in XGBClassifier; Enable cuDF/cuPy inputs in XGBClassifier (#6269)

* Deprecate LabelEncoder in XGBClassifier; skip LabelEncoder for cuDF/cuPy inputs

* Add unit ...

c8ec62103a36f1717d032b1ddff2bf9e0642508a authored almost 4 years ago by Philip Hyunsu Cho <[email protected]>