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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
7a388cbf8b6b80e5a6fe159c8abe2e52af12d33e authored over 5 years ago by sriramch <[email protected]>
cd1526d3b1155432fca82e8b4895bc0b827b4d29 authored over 5 years ago by Xu Xiao <[email protected]>
30204b50fe4a39576b61491920166cc390cc9e25 authored over 5 years ago by Rong Ou <[email protected]>
d333918f5e95ce0af7a71993541632514cb5beba authored over 5 years ago by Philip Hyunsu Cho <[email protected]>
* Fix #4630, #4421: Preserve correct ordering between metrics, and always use last metric for ea...
1aaf4a679de62cbb03062aa4953813da5af4a94e authored over 5 years ago by Philip Hyunsu Cho <[email protected]>* Remove all references to data.base
Should eliminate the deprecation warning in issue #4300
...
* Fix CPU hist init for sparse dataset.
* Implement sparse histogram cut.
* Allow empty feat...
* Empty evaluation list should not break early stopping
* Fix lint
* Update callback.py
b7a1f22d24eb551cd9525e85c8c3ec98febcf429 authored over 5 years ago by Philip Hyunsu Cho <[email protected]>4df246191f9c0dcbe38ff6736fc489eac9d7d6a6 authored over 5 years ago by Philip Hyunsu Cho <[email protected]>
96bf91725b4d283dcf05d931ffe5bec1e1042ba7 authored over 5 years ago by Philip Hyunsu Cho <[email protected]>
* Use built-in label when xgb.DMatrix is given to xgb.cv()
* Add a test
* Fix test
* Bu...
4e9fad74eb4df6a04758a6b919826388c00530f3 authored over 5 years ago by Philip Hyunsu Cho <[email protected]>* _maybe_pandas_xxx should return their arguments unchanged if no pandas installed
* Tests sh...
986fee60229c77920e93ae3b374c2e674faee78d authored over 5 years ago by Oleksandr Pryimak <[email protected]>* Fix external memory for get column batches.
This fixes two bugs:
* Use PushCSC for get c...
45876bf41bc48cc54e01f7fc327b066c2e060011 authored over 5 years ago by Jiaming Yuan <[email protected]>a30176907f5628020f8238464c2f58907ee724d1 authored over 5 years ago by Philip Hyunsu Cho <[email protected]>
* Add to documentation how to build native unit tests
* Add instructions to run Python tests ...
923e6c86baf6e7f9614b042d7334583bd81ba711 authored over 5 years ago by Oleksandr Pryimak <[email protected]>63ec95623dc3d6269201d65e27d57ced86186605 authored over 5 years ago by Rong Ou <[email protected]>
* Initial performance optimizations for xgboost
* remove includes
* revert float->double
...
* temp
* prediction part
* remove supported*
* add for test
* fix param name
* ad...
abffbe014eb1a897f22fbd7671797c4e65415a0c authored over 5 years ago by Nan Zhu <[email protected]>dd01f7c4f5c4043cb52cf1e76b2c0593d5dea5c3 authored over 5 years ago by Philip Hyunsu Cho <[email protected]>
cd3a3f99da3869d00c82701f34eef026fc9b204a authored over 5 years ago by Philip Hyunsu Cho <[email protected]>
Co-Authored-By: Theodore Vasiloudis <[email protected]>
5b2f805e7474c1d18f0a5262f8964d49f0ce4d89 authored over 5 years ago by Jiaming Yuan <[email protected]>* Implement tree model dump with a code generator.
* Split up generators.
* Implement graphv...
fe2de6f415ffbd7ae09bd7812a966c43f26938f2 authored over 5 years ago by Nan Zhu <[email protected]>
* make inti function return values
* address the comments
65b718a5e786bd7d0a850f3fa1df0dbdab023eb1 authored over 5 years ago by Nan Zhu <[email protected]>* allow not stop process in error
* fix merge error
fc85f776f41ab25af2f85ff58713c33128148611 authored over 5 years ago by Nan Zhu <[email protected]>1f98f18cb891996724af0d8d911059c1b896a053 authored over 5 years ago by Philip Hyunsu Cho <[email protected]>
* Update doc for feature constraints.
* Fix some warnings.
* Clean up doc for `n_gpus`.
2cff7351265ad9bc4450d9b03b9963a4b64ada87 authored over 5 years ago by Jiaming Yuan <[email protected]>9fa29ad7530de6f02eec0f3d54a2f550130cfe5e authored over 5 years ago by Andy Adinets <[email protected]>
30e1cb4e9e6eec58f90db4ea06523b076374479a authored over 5 years ago by Philip Hyunsu Cho <[email protected]>
77fc28427d96808e74d028697ae8122c900c9ee5 authored over 5 years ago by Rong Ou <[email protected]>
9494950ee717d73f8594962f3878b18d9019ae08 authored over 5 years ago by Jiaming Yuan <[email protected]>
6125521caf96d33493054b1808e1988cd2a69442 authored over 5 years ago by Rong Ou <[email protected]>
* Split up the kernel to sync write.
* QueryNode is no-longer used in Query, but kept for tes...
fdf27a5b8294895b4287e48a4d6ae4ee6f84d04a authored over 5 years ago by Jiaming Yuan <[email protected]>221e163185061d5ca4c548bb3ca65f63ece3bf42 authored over 5 years ago by Rory Mitchell <[email protected]>
* [CI] Specify account ID when logging into ECR Docker registry
* Do not display awscli login...
0c50f8417a36ff731b35a5405fb25f70c5ad8c93 authored over 5 years ago by Philip Hyunsu Cho <[email protected]>
* GPU hist Interaction Constraints.
* Duplicate related parameters.
* Add tests for CPU intera...
570374effe2f84373164dec864868519ca48b0e9 authored over 5 years ago by Philip Hyunsu Cho <[email protected]>
* deprecate multi-gpu training
* add single node
* add warning
e94f85f0e4268f01947a951d3a946a74b8fb97c3 authored over 5 years ago by Rong Ou <[email protected]>
* - do not create device vectors for the entire sparse page while computing histograms...
- ...
ba1d8487670f4ff446a74eb0343de70101162cef authored over 5 years ago by Rong Ou <[email protected]>
7ae11c9284fa221f72d9daa8caf844b55e617a83 authored over 5 years ago by Daniel Stahl <[email protected]>
* - set the appropriate device before freeing device memory...
- pr #4532 added a global mem...
* Remove redundant checks.
a22368d2100d8f964c1c47fe8c04bfbe17b65060 authored over 5 years ago by sriramch <[email protected]>66f9951d7087801cd4a2d5aa360551029b6835b7 authored over 5 years ago by Jiaming Yuan <[email protected]>
This is part 1 of refactoring configuration.
* Move tree heuristic configurations.
* Split...
* - training with external memory - part 2 of 2
- when external memory support is enabled, b...
4591039ebace6cf5a3f859a00f0212b072585285 authored over 5 years ago by Jiaming Yuan <[email protected]>
* Remove old doc.
* Fix checking __stdin__.
2f1319f273339f5c485d9bbaba865e662f714627 authored over 5 years ago by Jiaming Yuan <[email protected]>
* Group source files, include headers in source files
* Overload device memory allocation
9683fd433e7a50c73be5c41a4e4f6075dcefb56e authored over 5 years ago by Rory Mitchell <[email protected]>da21ac0cc22dc283fc4f551da7ebdb66d61fad20 authored over 5 years ago by Jiaming Yuan <[email protected]>
* make sure that xgboost has gcc 5.x at the very least to build on gcc tool chain
59ae42a1792697165507a04f4ef4879487aba2ca authored over 5 years ago by sriramch <[email protected]>afa99e6d9deec31ee249c12694ab9e1af9bea4b8 authored over 5 years ago by Jiaming Yuan <[email protected]>
* Fix C++11 config parser
* Use raw strings to improve readability of regex
* Fix compilation ...
23a10c8339fbe5fed13b6b51924929705bd34b38 authored over 5 years ago by Rory Mitchell <[email protected]>
399fabed49a3c8e1feb7db26d13a1277d380326d authored over 5 years ago by Rory Mitchell <[email protected]>
c2a3902ba3cf3263c733ef9ed686b24ee9223e8b authored over 5 years ago by Philip Hyunsu Cho <[email protected]>
ea4441775405b97d99ebc6b997b726b64564723b authored over 5 years ago by Philip Hyunsu Cho <[email protected]>
* Smarter choice of histogram construction for distributed gpu_hist
* Limit omp team size in ...
fbbae3386a9b6ff3ed31fe4ef5106a3c4665c6e5 authored over 5 years ago by Rory Mitchell <[email protected]>* simplify the config.h file
* revise config.h
* revised config.h
* revise format
* ...
dd60fc23e6dbe67a57b3e131bacc2140f59c02f7 authored over 5 years ago by fuhaoda <[email protected]>b48f895027fcb159961857f1e24ab7a67eda14dd authored over 5 years ago by Jiaming Yuan <[email protected]>
* - training with external memory part 1 of 2
- this pr focuses on computing the quantiles u...
6e169007113c48b1bb95de473e31bce2dfb4bc30 authored over 5 years ago by sriramch <[email protected]>
* Only define `gpu_id` and `n_gpus` in `LearnerTrainParam`
* Pass LearnerTrainParam through X...
* - fix issues with training with external memory on cpu
- use the batch size to determine t...
* Fix dask API sphinx docstrings
* Update GPU docs page
972f693eaf8d20b49b7a6dc57f8a1aa3ea6323bb authored over 5 years ago by Rory Mitchell <[email protected]>3f7e5d9c478e0cb94651e04a00a05fb9e2135c18 authored over 5 years ago by yellowdolphin <[email protected]>
* Add native support for Dask
* Add multi-GPU demo
* Add sklearn example
09b90d932961deef7a6fe44f19e4b0b2720fb2aa authored over 5 years ago by Rory Mitchell <[email protected]>55e645c5f56559def985c0450ca747c00a538239 authored over 5 years ago by Jiaming Yuan <[email protected]>
8ddd2715eefa21555c77bbf1ac2ea314ac9f279e authored over 5 years ago by Rory Mitchell <[email protected]>
* Add back reg:linear for scala.
* Fix linter.
0ce300e73ad9c586e41762d07f7acdcfa03f323d authored over 5 years ago by Jiaming Yuan <[email protected]>* adding support for matrix slicing with query ID for cross-validation
* hail mary test of un...
278562db133005f93edbffc74afc4b02b49bccca authored over 5 years ago by Bryan Woods <[email protected]>5a567ec24979ddd3bd033f336ff15585e736701e authored over 5 years ago by Sean Owen <[email protected]>
* Release 0.90
* Add script to automatically generate acknowledgment
* Update NEWS.md
515f5f5c4779ff5361dcd796e22d55937e1048ea authored over 5 years ago by Philip Hyunsu Cho <[email protected]>adcd8ea7c6723e2297e35d52a56a2fa3dcc661bf authored over 5 years ago by Nan Zhu <[email protected]>
* Add CMake option to use bundled gtest from dmlc-core, so that it is easy to build XGBoost with...
cf2400036e4d4cac7fcd4daf70f0061b02137c07 authored over 5 years ago by Philip Hyunsu Cho <[email protected]>3e930e4f2d807f63f30be1d743bf5d3e4906a0cf authored over 5 years ago by ras44 <[email protected]>
a9ec2dd295356978d61a4229e48e574cdca3aff9 authored over 5 years ago by Rong Ou <[email protected]>
df2cdaca502238f2dee5f2ef006778ed0491cd50 authored over 5 years ago by Rong Ou <[email protected]>
* Fix #4462: Use /MT flag consistently for MSVC target
* First attempt at Windows CI
* Dis...
c6f2a7e186c5fa4b745414fbd1bda1db8aac491f authored over 5 years ago by Philip Hyunsu Cho <[email protected]>* [CI] Build XGBoost wheels with CUDA 9.0
* Do not call archiveArtifacts for 8.0 wheel
e7d17ec4f4a091bac58c1d241be3f4969400b874 authored over 5 years ago by Philip Hyunsu Cho <[email protected]>b5f7cbfadf203f6e28ddd7543726346046df656b authored over 5 years ago by Philip Hyunsu Cho <[email protected]>
* mgpu prediction using explicit sharding
be0f346ec907b9b8c76597c2ee308fcd53ba311a authored over 5 years ago by Rong Ou <[email protected]>d16d9a99880c8e3a1872f84fc7242751bb5ac67e authored over 5 years ago by Rory Mitchell <[email protected]>
* [CI] Upgrade to Spark 2.4.2
* Pass Spark version to build script
* Allow multiple --buil...
6ff994126a953ba01d581b5a1e61654fd14ae7a8 authored over 5 years ago by Philip Hyunsu Cho <[email protected]>* Automatically set maximize_evaluation_metrics if not explicitly given.
* When custom_eval i...
18e4fc3690bf1309a747ca3273cf367dfeea5a00 authored over 5 years ago by Shaochen Shi <[email protected]>* Add `BUILD_WITH_SHARED_NCCL` to CMake.
8da4907e89ae0cb174d2ed1ff06ca56d85cc1c78 authored over 5 years ago by Jiaming Yuan <[email protected]>ade3f302373cf630f5115aca26cb40ea9cac78ac authored over 5 years ago by Philip Hyunsu Cho <[email protected]>
b511638ca10a4719e2df6f6e7571fd95a03aaf0a authored over 5 years ago by Philip Hyunsu Cho <[email protected]>
Add tutorial on missing values and how to handle those within XGBoost.
eabcc0e21081ce17224a7c3dffd39c979a27543d authored over 5 years ago by Daniel Hen <[email protected]>* Change memory dump size in R test.
5de7e12704b38d81a46471e02a791d4c586a7286 authored over 5 years ago by Jiaming Yuan <[email protected]>* In AUC and AUCPR metrics, detect whether weights are per-instance or per-group
* Fix C++ st...
8d1098a983e36479a7b3dc354425154a9ff35ea9 authored over 5 years ago by Xin Yin <[email protected]>* Make AUCPR work with multiple query groups
* Check AUCPR <= 1.0 in distributed setting
9252b686ae875997bac21ca411c3da15fd902732 authored over 5 years ago by Philip Hyunsu Cho <[email protected]>2 additional digits are not needed to guarantee that casting the decimal representation will res...
2be85fc62abf467286027018ef7869177155e4c8 authored over 5 years ago by ras44 <[email protected]>feb6ae3e18686fbe87844ab0ca0116bbc68c14e4 authored over 5 years ago by Rong Ou <[email protected]>
54980b8959680a0da06a3fc0ec776e47c8cbb0a1 authored over 5 years ago by ras44 <[email protected]>
c1e4a0f2c6fe48d1b00b26ea236f1b0f987f9d6c authored over 5 years ago by Philip Hyunsu Cho <[email protected]>
* Make CMakeLists.txt compatible with CMake 3.3; require CMake 3.11 for MSVC
* Use CMake 3.12...
bfddc2c42cd7e9a3b6f50db2cdea815053cbbf9f authored over 5 years ago by Philip Hyunsu Cho <[email protected]>17df5fd296aaff18123c53a777f24111b3dd7336 authored over 5 years ago by Philip Hyunsu Cho <[email protected]>
* Use feature interaction constraints to narrow search space for split candidates.
* fix clan...
4c74336384e2e4e32434850d9f2e76c8ed923238 authored over 5 years ago by Xu Xiao <[email protected]>