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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

Fix compiler warnings. (#8059)

- Remove unused parameters.
- Avoid comparison of different signedness.

abaa593aa0707a2bfeb72c313e3c1c52c86009c0 authored over 2 years ago by Jiaming Yuan <[email protected]>
Fix R package Windows build. (#8065)

937352c78f9bf78b74177db31510a04bacfd6e0d authored over 2 years ago by Jiaming Yuan <[email protected]>
PySpark XGBoost integration (#8020)

Co-authored-by: Hyunsu Cho <[email protected]>
Co-authored-by: Jiaming Yuan <jm.yuan...

176fec87891411e8ca61ba5540f1570f5aaef901 authored over 2 years ago by WeichenXu <[email protected]>
[dask] Use an invalid port for test. (#8064)

8959622836a5e6ca85b759621722e8181fb222b9 authored over 2 years ago by Jiaming Yuan <[email protected]>
Use single precision in gain calculation, use pointers instead of span. (#8051)

0bdaca25cae7ef8e12c85f032dea7ec4f0269552 authored over 2 years ago by Rory Mitchell <[email protected]>
Fix mypy error with the latest dask. (#8052)

* Fix mypy error with latest dask.

Dask is adding type hints to its codebase and as the resul...

a5bc8e2c6ad2065756f48f9761c60e853f90b3bd authored over 2 years ago by Jiaming Yuan <[email protected]>
[R] Implement feature info for DMatrix. (#8048)

210eb471e98c2f5088c7d6583eaea4301357647b authored over 2 years ago by Jiaming Yuan <[email protected]>
[py-sckl] Raise import error if skl is not installed. (#8049)

701f32b22753f576ab108521e444288fd8953f54 authored over 2 years ago by Jiaming Yuan <[email protected]>
Fuse split evaluation kernels (#8026)

794cbaa60ac3db2ceb369253d70e2c382c762140 authored over 2 years ago by Rory Mitchell <[email protected]>
Remove unused variable. (#8046)

ff1c559084cf2b3732b8406109f2b39e9b665528 authored over 2 years ago by Jiaming Yuan <[email protected]>
Rename `IterativeDMatrix`. (#8045)

8746f9cddfbfa0a59cf9988e75ede2e326cd518c authored over 2 years ago by Jiaming Yuan <[email protected]>
Bump R cache version. (#8044)

f24bfc7684eb07bff4ef812a6125381a52b21aed authored over 2 years ago by Jiaming Yuan <[email protected]>
error early if missing DiagrammeR (#8037)

3af02584c1f9745597b84ea17c0f15279fdc105c authored over 2 years ago by Michael Chirico <[email protected]>
Batch UpdatePosition using cudaMemcpy (#7964)

bc4f802b175d625165a7d5276dd6665e5d62b733 authored over 2 years ago by Rory Mitchell <[email protected]>
Force auc.cc to be statically linked (#8039)

2407381c3d3ebbf56b093701a9d9cb066216ebf8 authored over 2 years ago by kiwiwarmnfuzzy <[email protected]>
Fix compiler warning in JSON IO. (#8031)

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

e88d6e071df2354f766d8caa76c843855ca834a4 authored over 2 years ago by Jiaming Yuan <[email protected]>
Fix Python package source install. (#8036)

* Copy gputreeshap.

dcaf5804760b1732f29e74c96c71284c4957e8d1 authored over 2 years ago by Jiaming Yuan <[email protected]>
Update nvflare demo for release 2.1.2 (#8038)

6eb23353d70d0c92213c5663fe123de6edc3829d authored over 2 years ago by Rong Ou <[email protected]>
Fix multiple typos (#8028)

Fix 4 "graphiz" instead of "graphviz".

f470ad3af98e6632d81596c7241aa294b4a7648f authored over 2 years ago by Joris LIMONIER <[email protected]>
Make federated plugin work with cmake 3.16.3 (#8029)

45dc1f818aa4fa5fa2e05301e6096897537201ac authored over 2 years ago by Rong Ou <[email protected]>
fix federated learning plugin (#8027)

0725fd60819f9758fbed6ee54f34f3696a2fb2f8 authored over 2 years ago by Rong Ou <[email protected]>
[jvm-packages] fix executor crashing issue when transforming on xgboost4j-spark-gpu (#8025)

* [jvm-packages] fix executor crashing issue when transforming on xgboost4j-spark-gpu

the API...

a68580e2a7d84d7206165ab1f3c911886d45dcba authored over 2 years ago by Bobby Wang <[email protected]>
Implement sketching with adapter. (#8019)

f0c1b842bf09e83b0818145e0bed3a6113690d3e authored over 2 years ago by Jiaming Yuan <[email protected]>
Fix compiler warnings. (#8022)

- Remove/fix unused parameters
- Remove deprecated code in rabit.
- Update dmlc-core.

142a208a90357758216b436686a6dd0f77409eec authored over 2 years ago by Jiaming Yuan <[email protected]>
[jvm-packages] update nccl version to 2.12.12-1 (#8015)

e44a082620572f6b3290f66f16b901e129830fac authored over 2 years ago by Bobby Wang <[email protected]>
[Breaking] Remove rabit support for custom reductions and `grow_local_histmaker` updater (#7992)

e5ec546da5e3e53d6553ed9e236576165789c830 authored over 2 years ago by Rong Ou <[email protected]>
Reduce regularization for CPU gblinear. (#8013)

4a87ea49b8a70f0e986d59b6c58ce190ba7d86b4 authored over 2 years ago by Jiaming Yuan <[email protected]>
Reduce regularization in GPU gblinear test. (#8010)

d285d6ba2a4912f105a87405e831be13d37033fa authored over 2 years ago by Jiaming Yuan <[email protected]>
[CI] Fix lintr error. (#8011)

e58e41760387b259bca5210d8496dfdc992d7147 authored over 2 years ago by Jiaming Yuan <[email protected]>
Fix GPU driver test. (#8008)

* Initialize the training parameter.

9b0eb66b7879ec8d45156ff4d3cb9aec0e1bbbbd authored over 2 years ago by Jiaming Yuan <[email protected]>
Use 22.04 for RMM. (#8001)

22.06 is not released yet.

637e42a0c07741a95eb3dd7833126f27e9f87c8f authored over 2 years ago by Jiaming Yuan <[email protected]>
[jvm-packages] Change log level for tracker message. (#7968)

bb47fd8c496ccd25e6499f722f0d9f2ee3965500 authored over 2 years ago by Jiaming Yuan <[email protected]>
Fix LTR with weighted Quantile DMatrix. (#7975)

* Fix LTR with weighted Quantile DMatrix.

* Better tests.

8f8bd8147adbe009a13c2929d1e032842c627192 authored over 2 years ago by Jiaming Yuan <[email protected]>
Fix compiler warnings. (#7974)

- Remove unused parameters. There are still many warnings that are not yet
addressed. Currently...

1a33b50a0de15ebc3147710a92877007f0d27e79 authored over 2 years ago by Jiaming Yuan <[email protected]>
Fix rmm build (#7973)

- Optionally switch to c++17
- Use rmm CMake target.
- Workaround compiler errors.
- Fix GPUM...

d48123d23bf6406c3ac55065a6a3f5edbf6cbea9 authored over 2 years ago by Jiaming Yuan <[email protected]>
Document how to reproduce Docker environment from Jenkins (#7971)

1ced6381653eed0f259cf11df8ef599274d84174 authored over 2 years ago by Philip Hyunsu Cho <[email protected]>
Implement `max_cat_threshold` for CPU. (#7957)

b90c6d25e8c6ff95e9b20fab41eb256962ca8192 authored over 2 years ago by Jiaming Yuan <[email protected]>
[jvm-packages] add jni for setting feature name and type (#7966)

78694405a6123b12c62531958c4c7a655e7f0bc0 authored over 2 years ago by Bobby Wang <[email protected]>
Support IBM i OS (#7920)

6426449c8be17856984caeb9892831e3e1e27037 authored over 2 years ago by Gavin Zhang <[email protected]>
Support GPU training in the NVFlare demo (#7965)

31e6902e43cd4fe057aa162ae6a663f98390c055 authored over 2 years ago by Rong Ou <[email protected]>
Fix pylint errors. (#7967)

6b55150e80958f1de4719088726541b7256fe7ef authored over 2 years ago by Jiaming Yuan <[email protected]>
Handle formatted JSON input. (#7953)

13b15e07e8c8894a0fb1c37c3d2d61aa985c9183 authored over 2 years ago by Jiaming Yuan <[email protected]>
Increase gRPC max receive message size for federated learning (#7958)

d3429f2ff632b042d4da47609b5f3dd78dd19421 authored over 2 years ago by Rong Ou <[email protected]>
[jvm-packages] refactor xgboost read/write (#7956)

1. Removed the duplicated Default XGBoost read/write which is copied from
spark 2.3.x
2. Put...

545fd4548e303931dafd98d6606454fcdc2b8f2f authored over 2 years ago by Bobby Wang <[email protected]>
set log level as ERROR for trackerProcess has some stderr output (#7952)

27c66f12d1c824c5ba68cd9533015cd411f1c384 authored over 2 years ago by Yang Jiandan <[email protected]>
[doc] update doc for dumping model to be json or ubj for jvm packages (#7955)

5a7dc41351a9a945543ec3b4c9407e474ecc1c92 authored over 2 years ago by Bobby Wang <[email protected]>
Enable distributed GPU training over Rabit (#7930)

80339c342767eb09ca92a86031205800ca334878 authored over 2 years ago by Rong Ou <[email protected]>
[jvm-packages] add format option when saving a model (#7940)

6275cdc4866d65d1e723971e8af55f174a63cfce authored over 2 years ago by Bobby Wang <[email protected]>
Add minimal emscripten build support (#7954)

cc6d57aa0d3df493a097a86fe6492a1bd8fafea8 authored over 2 years ago by Gyeongjae Choi <[email protected]>
Fix incomplete type hints for `verbose` (#7945)

7a039e03fe566d689b04655adc6981518f8988da authored over 2 years ago by Tim Sabsch <[email protected]>
[jvm-packages] remove default parameters (#7938)

fbc3d861bbb7d94b001d87dc701b3a2df5f73030 authored over 2 years ago by Bobby Wang <[email protected]>
Use private mirror to host llvm-openmp tarballs (#7950)

47224dd6d31bbf270925249610f58c392f6fcad5 authored over 2 years ago by Philip Hyunsu Cho <[email protected]>
Handle missing categorical value in CPU evaluator. (#7948)

bde4f257941b3187fadfce76e945fdbf7cf3b161 authored over 2 years ago by Jiaming Yuan <[email protected]>
[CI] Rotate package repository keys (#7943)

2070afea02ff0ab714daad675b1a8f933d16c652 authored over 2 years ago by Philip Hyunsu Cho <[email protected]>
Unify the cat split storage for CPU. (#7937)

* Unify the cat split storage for CPU.

* Cleanup.

* Workaround.

18cbebaeb9c04dfb112b7f42c7b15087bc6a190b authored over 2 years ago by Jiaming Yuan <[email protected]>
[JVM-Packages] Auto-detection of MUSL is replaced by system properties (#7921)

This PR removes auto-detection of MUSL-based Linux systems in favor of system properties the use...

755d9d460924ab0afdf287d6ff3a01ae701a657a authored over 2 years ago by Daniel Clausen <[email protected]>
Handle missing values in one hot splits. (#7934)

606be9e6639dc3b24a5af1e8a131673f90aabdca authored over 2 years ago by Jiaming Yuan <[email protected]>
Refactor for GHistIndex. (#7923)

* Pass sparse page as adapter, which prepares for quantile dmatrix.
* Remove old external memor...

18a38f7ca0ee7a60c03632a560419c4f507432ae authored over 2 years ago by Jiaming Yuan <[email protected]>
Verify shared object version at load. (#7928)

d314680a15da7236db5062c095fdb85ab6340cb7 authored over 2 years ago by Jiaming Yuan <[email protected]>
Add convergence test for sparse datasets. (#7922)

474366c020abf6219c9142703ee4e19a00ca1484 authored over 2 years ago by Jiaming Yuan <[email protected]>
Do not initialise data structures to maximum possible tree size. (#7919)

f6babc814c6a57330e8f0542abe868dd7a3e4cdc authored over 2 years ago by Rory Mitchell <[email protected]>
[Doc] Warn against loading JSON from external source (#7918)

6f424d8d6c90d095e9e0760c6aa7bc31ed4c6e66 authored over 2 years ago by Philip Hyunsu Cho <[email protected]>
Address remaining mypy errors in python package. (#7914)

f93a727869bdf93c8efa086aecd5865340754f43 authored over 2 years ago by Jiaming Yuan <[email protected]>
Fix type conversion warning. (#7916)

edf9a9608e7f7db7ed722df1c0f61223df5b25d5 authored over 2 years ago by Jiaming Yuan <[email protected]>
Simplify inplace-predict. (#7910)

Pass the `X` as part of Proxy DMatrix instead of an independent `dmlc::any`.

765097d514dc3fb3d017e88a8f3ad8ef2eb94102 authored over 2 years ago by Jiaming Yuan <[email protected]>
Use adapter to initialize column matrix. (#7912)

19775ffe15716133952c113833ac00874bf9f77e authored over 2 years ago by Jiaming Yuan <[email protected]>
[jvm-packges] set the correct objective if user doesn't explicitly set it (#7781)

5ef33adf6862b48d147550663db7bacff904cb74 authored over 2 years ago by Bobby Wang <[email protected]>
Add Type Hints for Python Package (#7742)

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

806c92c80ba646ed5b5ec90a12e592a44ccb7a9c authored over 2 years ago by Chengyang <[email protected]>
Fuse gpu_hist all-reduce calls where possible (#7867)

71d3b2e036149a7415a9b23155f7756efd363ac2 authored over 2 years ago by Rory Mitchell <[email protected]>
[jvm-packages] move dmatrix building into rabit context for cpu pipeline (#7908)

b41cf92dc252e1fcc4061991cae25fb957426dc5 authored over 2 years ago by Bobby Wang <[email protected]>
use RabitContext intead of init/finalize (#7911)

77d4a53c3201fff3e7f198b71249a5c8e2f22fa0 authored over 2 years ago by Rong Ou <[email protected]>
Fix and cleanup for column matrix. (#7901)

* Fix missed type dispatching for dense columns with missing values.
* Code cleanup to reduce s...

4fcfd9c96e00670c06f0338f8da443052861a994 authored over 2 years ago by Jiaming Yuan <[email protected]>
[doc] update the doc for jvm model compatibility (#7907)

1496789561f300fac83f3f18d823c1504cf8b087 authored over 2 years ago by Bobby Wang <[email protected]>
Correct a mistake in Setting Parameters section (#7905)

a06d53688cb880d07222161ebe3627119403fb3e authored over 2 years ago by Sze Yeung <[email protected]>
Rename misspelled config parameter for pseudo-Huber (#7904)

4cd14aee5ab0ec11cbbaead4275a8cfc3a328f22 authored over 2 years ago by Philip Hyunsu Cho <[email protected]>
Small cleanup to Column. (#7898)

* Define forward iterator to hide the internal state.

1baad8650cdbe978fcf47919554a32aad9ed5051 authored over 2 years ago by Jiaming Yuan <[email protected]>
Update news for 1.6.1 (#7877)

ee382c4153a675b0ecd21cc940e55ae8ae509a25 authored over 2 years ago by Jiaming Yuan <[email protected]>
Demo of federated learning using NVFlare (#7879)

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

af907e2d0d931799db017a577d566aac0e3fa825 authored over 2 years ago by Rong Ou <[email protected]>
[Breaking][jvm-packages] make classification model be xgboost-compatible (#7896)

11e46e4bc04d3e57f714713a3cbed7399c408c4f authored over 2 years ago by Bobby Wang <[email protected]>
[breaking] Drop single precision histogram (#7892)

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

1b6538b4e5cf5e2ba4bd602e30484f14c3707552 authored over 2 years ago by Jiaming Yuan <[email protected]>
Show libxgboost.so path in build info. (#7893)

c8f9d4b6e66bb45f2472773586d7ba8b453f5b23 authored over 2 years ago by Jiaming Yuan <[email protected]>
[Breaking][jvm-packages] remove timeoutRequestWorkers parameter (#7839)

9fa7ed17435ea9fe853aca3d47b650cb0282f246 authored over 2 years ago by Bobby Wang <[email protected]>
Extract partial sum into an independent function. (#7889)

11d65fcb21b5742b53b7d032f1e4b3a2ba01544c authored over 2 years ago by Jiaming Yuan <[email protected]>
Fix monotone constraint with tuple input. (#7891)

db80671d6b79715ce31209e8f17a61b8498ea86d authored over 2 years ago by Jiaming Yuan <[email protected]>
Fix overflow in prediction size. (#7885)

94ca52b7b7801e709cf68aa06de024b361df577b authored over 2 years ago by Jiaming Yuan <[email protected]>
Remove pyarrow workaround. (#7884)

8ba4722d0484a891e4f9ceba11ccbb5042809f22 authored over 2 years ago by Jiaming Yuan <[email protected]>
[CI] Automate artifact fetch step in JVM release process (#7882)

65e6d73b959bb215a011c106a7341e2815d4848d authored over 2 years ago by Philip Hyunsu Cho <[email protected]>
Update CUDA version requirement in CMake script. (#7876)

16ba74d00842f965db7b7c578f098f39ce4cc518 authored over 2 years ago by Jiaming Yuan <[email protected]>
Allow loading old models from RDS (#7864)

d2bc0f0f08d2b9e1040cc440dfce1a88281ff7c3 authored over 2 years ago by Philip Hyunsu Cho <[email protected]>
updated winning solution under readme.md (#7862)

1823db53f2e61dcdfea9f2418e7aff15ef6c4bb0 authored over 2 years ago by Amit Bera <[email protected]>
Small refactor to categoricals (#7858)

7ef54e39ec97261d02bb8a6c4de4baeac94fb734 authored over 2 years ago by Rory Mitchell <[email protected]>
Initial support for federated learning (#7831)

Federated learning plugin for xgboost:
* A gRPC server to aggregate MPI-style requests (allgath...

14ef38b8346e2bc1e6837f35e676c325731776f8 authored over 2 years ago by Rong Ou <[email protected]>
Use maximum category in sketch. (#7853)

46e0bce212f87a923d8a740288370f45291f818e authored over 2 years ago by Jiaming Yuan <[email protected]>
Fix typo [skip ci] (#7861)

8ab5e13b5daf1363f120084c4c6a531a392f7bbd authored over 2 years ago by Jiaming Yuan <[email protected]>
Always use partition based categorical splits. (#7857)

317d7be6eee02787fe8e9034625b0a9a9114e8bc authored over 2 years ago by Jiaming Yuan <[email protected]>
Remove single_precision_histogram for gpu_hist (#7828)

90cce38236592b07ce67dbca714b6193c26e7cf3 authored over 2 years ago by Rory Mitchell <[email protected]>
[CI] Test with latest RAPIDS. (#7816)

50d854e02e96480ab5bf009db43fd23b35bef7b0 authored over 2 years ago by Jiaming Yuan <[email protected]>
[CI] make container be able to re-attached (#7848)

When re-starting the container, it will fail in entrypoint.sh which
will exit when adding an ex...

1b103e1f5f1607830e4b907c3348ea96aff7dbf8 authored over 2 years ago by Bobby Wang <[email protected]>
Define bin type. (#7850)

288c52596c9a68ba005d6f0664cb477b8933d88e authored over 2 years ago by Jiaming Yuan <[email protected]>
Ignore all Java exceptions when looking for Linux musl support (#7844)

f7db16add1627d828c463551629b1b69602c124c authored over 2 years ago by Michael Allman <[email protected]>