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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
23e2c6ec916cf2064ed79973a2b9f5ef8868fca2 authored over 4 years ago by Philip Hyunsu Cho <[email protected]>
Expose the existing 'singlePrecisionHistogram' param to the Spark layer.
1813804e3686b5db5ac90df41665b00562836053 authored over 4 years ago by Zhang Zhang <[email protected]>* [CI] Simplify CMake build
* Make sure that plugins can be built
* [CI] Install lz4 on Mac
0d411b03974246c091eb2d0ba0df9b811dac7e54 authored over 4 years ago by Philip Hyunsu Cho <[email protected]>22a31b1faae9b157ce7c8df9fb4dcfd9b1a2cce8 authored over 4 years ago by Philip Hyunsu Cho <[email protected]>
06320729d48b11e1a8be9c5aa065a8be9152330b authored over 4 years ago by Rong Ou <[email protected]>
d0a29c3135eea14a332dcecb9cbe5f951e362ebc authored over 4 years ago by Jiaming Yuan <[email protected]>
* Remove Device DMatrix.
a3ec964346e2ccfcbddcd11c21cd14009b14ea82 authored over 4 years ago by Jiaming Yuan <[email protected]>
* Implement GK sketching on GPU.
* Strong tests on quantile building.
* Handle sparse dataset ...
ac3f0e78dc1ecdcc36ed4ba5de9f3a4c8017848b authored over 4 years ago by Andy Adinets <[email protected]>
* Add thread local return entry for DMatrix.
* Save feature name and feature type in binary f...
4b0852ee41d0a83aed08f24cf3344da61835f6cd authored over 4 years ago by Jiaming Yuan <[email protected]>
0f17e35bcebad70c49ea8b2f4d50e2d7b712e4fc authored over 4 years ago by Alexander Gugel <[email protected]>
efe3e48ae2be774cd1c44c7363051e8caaf3f720 authored over 4 years ago by Philip Hyunsu Cho <[email protected]>
1a0801238e06f64e0bcdd882081c36bb20e188b9 authored over 4 years ago by Jiaming Yuan <[email protected]>
* Increased error in coordinate is mostly due to floating point error.
* Shotgun uses Hogwild!,...
eb067c1c34d03950f6c7e195b852fc709e313df3 authored over 4 years ago by Jiaming Yuan <[email protected]>
90a9c6887419a61222a21a6056ed012e7704783b authored over 4 years ago by Jiaming Yuan <[email protected]>
* De-duplicate macro _CRT_SECURE_NO_WARNINGS / _CRT_SECURE_NO_DEPRECATE
* Move all macros to ...
74bf00a5ab4594f1695a8ea960394ce89f4a44d0 authored over 4 years ago by Philip Hyunsu Cho <[email protected]>47c89775d61228fc9767cd305750a29dad593ea4 authored over 4 years ago by Jiaming Yuan <[email protected]>
95f11ed27ed881fe4db97233e48b938adcc8f90b authored over 4 years ago by Yuan Tang <[email protected]>
8234091368770126f997a1f8d147e1b855243b39 authored over 4 years ago by Jiaming Yuan <[email protected]>
dcff96ed27146109dd24f3ad9795a8586c1ab95c authored over 4 years ago by Philip Hyunsu Cho <[email protected]>
* Clarify the relationship between dump and save.
* Mention the schema.
26143ad0b1c244dd81139feb5109173d1f0eae16 authored over 4 years ago by Jiaming Yuan <[email protected]>
* Implement extend for host device vector.
c4d721200ae134539f1c77c2d8d9dea30744309c authored over 4 years ago by Jiaming Yuan <[email protected]>a6d9a06b7b0831b0a1dc9a5f2fc675331fcc9c4a authored over 4 years ago by Philip Hyunsu Cho <[email protected]>
* Add an option to run brute-force test for JSON round-trip
* Apply reviewer's feedback
* ...
a67bc6481905f7cc4c0a9551c32ea86815a66d85 authored over 4 years ago by Philip Hyunsu Cho <[email protected]>* Add cupy to Windows CI
* Update Jenkinsfile-win64
Co-authored-by: Philip Hyunsu Cho <cho...
abdf894fcf371a1f1cf00eb8425f890e8aee1825 authored over 4 years ago by Rory Mitchell <[email protected]>
* Implement ryu algorithm.
* Implement integer printing.
* Full coverage roundtrip test.
This reverts commit e8ecafb8dc628f45b75b4c2844a236d27e0a6d98.
7c3a168ffd8c519ce21592d2c348be3a89d68913 authored over 4 years ago by fis <[email protected]>e8ecafb8dc628f45b75b4c2844a236d27e0a6d98 authored over 4 years ago by fis <[email protected]>
* Use hypothesis
* Allow int64 array interface for groups
* Add packages to Windows CI
...
b47b5ac771919f32e26c8259c060f6b1930682c8 authored over 4 years ago by Rory Mitchell <[email protected]>02884b08aa3d3000baf4db47fc6c5cef90820a5d authored over 4 years ago by Ram Rachum <[email protected]>
ae18a094b065071612d0df0340e5aa8fa2c42482 authored over 4 years ago by Alex <[email protected]>
* [R-package] Remove dependency on gendef for Visual Studio builds (fixes #5608)
* clarify docs...
d39da42e699c820f07778b690379cb529e0ad885 authored over 4 years ago by James Lamb <[email protected]>529b5c2cfddac859bc4266678bd99079aca4e9ff authored over 4 years ago by Jiaming Yuan <[email protected]>
Co-authored-by: Antti Saukko <[email protected]>
1bcbe1fc143825ce0b37fcdb41897e8f50fd0185 authored over 4 years ago by anttisaukko <[email protected]>* Fix accessing nullptr.
1fa84b61c1ad6ad39483e1f7d04233ab3991ecf5 authored over 4 years ago by Jiaming Yuan <[email protected]>306e38ff3145b559e3a7c67d071d8a4ced5f70a3 authored over 4 years ago by Jiaming Yuan <[email protected]>
* Bounded memory tests.
* Fixed memory estimation.
* [R-package] replace uses of T and F with TRUE and FALSE
* enable linting
* Remove skip
Co-a...
c35be9dc40459d33eba2b66e06811fcb46fb327e authored over 4 years ago by James Lamb <[email protected]>cb7f7e542c691e04c558ff89a5a4321b60373c05 authored over 4 years ago by Elliot Hershberg <[email protected]>
c96e1ef2839b0f6cdf0411280b32022e0e07f81f authored over 4 years ago by James Lamb <[email protected]>
This reverts commit d3a0efbf162f3dceaaf684109e1178c150b32de3.
1d22a9be1cdeb53dfa9322c92541bc50e82f3c43 authored over 4 years ago by Philip Hyunsu Cho <[email protected]>* Add release note for 1.1.0 in NEWS.md
* Address reviewer's feedback
d087a12b0400b32922812807b7de5d1500c218e1 authored over 4 years ago by Philip Hyunsu Cho <[email protected]>b5ab009c19a3c8956ddde171355255aa5f2a277e authored over 4 years ago by Philip Hyunsu Cho <[email protected]>
Co-authored-by: Hyunsu Cho <[email protected]>
cacff9232a8b57189a78f8bb2313dc931d9c6b53 authored over 4 years ago by Jiaming Yuan <[email protected]>8fe7f5dc4341ff1b21e9fcc9d93421916b99775b authored over 4 years ago by Philip Hyunsu Cho <[email protected]>
* Add helper for generating batches of data.
* VC keyword clash.
* Another clash.
bd9d57f579621f7189d4d98f884fd4003c3a5a6e authored over 4 years ago by Jiaming Yuan <[email protected]>* Speed up tests
* Prevent DeviceQuantileDMatrix initialisation with numpy
* Use joblib.me...
359023c0fa238e07f39db7d329aa5482ce9bb220 authored over 4 years ago by Rory Mitchell <[email protected]>cfc23c6a6b7b145db4f6de8a5b74e52319b51827 authored over 4 years ago by Jiaming Yuan <[email protected]>
* Reorder includes.
* R.
d3a0efbf162f3dceaaf684109e1178c150b32de3 authored over 4 years ago by Jiaming Yuan <[email protected]>* new single_precision_histogram param was added.
Co-authored-by: SHVETS, KIRILL <kirill.shve...
cd3d14ad0e4e851cc855d045db1800855347cd76 authored over 4 years ago by ShvetsKS <[email protected]>e49607af19983d11da9339909750a5c42a4a1abe authored over 4 years ago by Jiaming Yuan <[email protected]>
e5339089220b3cb8658ac1795b1b45eaa1329d68 authored over 4 years ago by Jiaming Yuan <[email protected]>
* Add pkgconfig to cmake
* Move xgboost.pc.in to cmake/
Co-authored-by: Peter Jung <peter....
0be0e6fd88df720694f6d8776e25c9c704d125d4 authored over 4 years ago by Peter Jung <[email protected]>b77e3e3fcc3896f2b26941b5e01e5d47c258328c authored over 4 years ago by Philip Hyunsu Cho <[email protected]>
325156c7a90076d539e2708aec23f866c202ce1e authored over 4 years ago by Jiaming Yuan <[email protected]>
d19cec70f1b40ea1e1a35101ca22e46dd4e4eecd authored over 4 years ago by Jiaming Yuan <[email protected]>
Co-authored-by: Peter Jung <[email protected]>
267c1ed784a77d40d8476f39708b9a5394e83a65 authored over 4 years ago by Peter Jung <[email protected]>073b625bdee58e780c3b0cc857d908812d438075 authored over 4 years ago by Philip Hyunsu Cho <[email protected]>
* Add test.
9e1b29944ec10eea6f2fcfc26f551e80bb569865 authored over 4 years ago by Jiaming Yuan <[email protected]>* fix release degradation, related to 5666
* less resizes
Co-authored-by: SHVETS, KIRILL <...
057c762ecdabc97000f26223181d94f28ab28239 authored over 4 years ago by ShvetsKS <[email protected]>
Co-authored-by: Peter Jung <[email protected]>
Co-authored-by: Hyunsu Cho <[email protected]...
* Remove device vectors
* Remove allreduce synchronize
* Remove double buffer
f779980f7ea7f6f07e86229b8e78144e8a74e6b3 authored over 4 years ago by Rory Mitchell <[email protected]>ca0d605b34ad1441ef49fe3408c36eee0ebf91a3 authored over 4 years ago by Philip Hyunsu Cho <[email protected]>
* Refactor predict function.
35e2205256b1b236ba9b1eccc5d89aee5b2f5e6f authored over 4 years ago by Jiaming Yuan <[email protected]>91c646392db01714a4f69c33170fb0857b95664d authored over 4 years ago by Philip Hyunsu Cho <[email protected]>
fdbb6ae856e37b881fb706eab8e8fe4d6cd4c024 authored over 4 years ago by Philip Hyunsu Cho <[email protected]>
* Remove CUDA 9.0 on Windows CI.
* Require cuda10 tag, to differentiate
Co-authored-by: Ph...
75a0025a3d76a4f69d67a50201ae68069925ca33 authored over 4 years ago by Jiaming Yuan <[email protected]>78b4e95f25d29c7d48c53eef267889c8ebd4bb7b authored over 4 years ago by Dmitry Mottl <[email protected]>
e3aa7f1441e87b039a5db9a27e86bd60a017cd55 authored over 4 years ago by Philip Hyunsu Cho <[email protected]>
f14524159366bbc44150a7493d6032d59418711c authored over 4 years ago by Jiaming Yuan <[email protected]>
8438c7d0e45cd54b5d2f48575437fb4e279485bd authored over 4 years ago by Jiaming Yuan <[email protected]>
e35ad8a0749995be99fa6068a0e8823b8e11a345 authored over 4 years ago by Philip Hyunsu Cho <[email protected]>
1ba24a759781485690b60ba4536d902c409ad6c9 authored over 4 years ago by Jiaming Yuan <[email protected]>
* updated configure
f656ef2fedce83cc7ef3277a66e6713474e330c9 authored over 4 years ago by James Lamb <[email protected]>* Define data handlers for DMatrix.
* Throw ValueError in scikit learn interface.
646def51e02d4017ac85065a10ca763e8941d62a authored over 4 years ago by Andy Adinets <[email protected]>
60511a3222cd164da93351c441b5018da7169b76 authored over 4 years ago by Lorenz Walthert <[email protected]>
Co-authored-by: SHVETS, KIRILL <[email protected]>
dd01e4ba8d9aed75dbe203fc23371d7d278ea5f3 authored over 4 years ago by ShvetsKS <[email protected]>e21a6085524055694a1fc088c5e89beee9cd8ae9 authored over 4 years ago by Rong Ou <[email protected]>
* Remove silent from R demos.
* Vignettes.
7903286961fce669b89b39a987a0489f2260c4fe authored over 4 years ago by Jiaming Yuan <[email protected]>* Add RABIT_DLL tag to definitions of rabit APIs.
* Fix Travis tests.
dd9aeb60ae71d0f966ffce6cc1d36b4234c5466d authored over 4 years ago by Jiaming Yuan <[email protected]>
- Add pseudo huber loss objective.
- Add pseudo huber loss metric.
Co-authored-by: Reetz <...
83981a9ce3ecba34c72f40850b70d46f543b542a authored over 4 years ago by LionOrCatThatIsTheQuestion <[email protected]>535479e69fd298c2cbabcb853adebb97f2fdf515 authored over 4 years ago by Jiaming Yuan <[email protected]>
* Remove GPU memory usage demo.
* Add tests for demos.
* Remove `silent`.
* Remove shebang as...
* [xgboost] skip missing lookup if nothing is missing
4e64e2ef8e74e9d1e392cb3f4b48a97067354aa2 authored over 4 years ago by Oleksandr Kuvshynov <[email protected]>Co-authored-by: fis <[email protected]>
Co-authored-by: Philip Hyunsu Cho <[email protected]...
9ad40901a8eda5578066a8cbc8b418c6c0e92bc3 authored over 4 years ago by Jiaming Yuan <[email protected]>* Reduce device synchronisation
* Initialise pinned memory
fcf57823b662c143a08c0bd7d6b843238222cc0c authored over 4 years ago by Rory Mitchell <[email protected]>99102650646f6180b1e08c5406077d36896731b9 authored over 4 years ago by Rory Mitchell <[email protected]>
21ed1f0c6d90f8a734150130eda1b3426f00c308 authored over 4 years ago by Jiaming Yuan <[email protected]>
eaf2a00b5c83c48d026bdae4108cffe5607b6185 authored over 4 years ago by Jiaming Yuan <[email protected]>
67d267f9da3b15a6e5a8393afae9be921a4e224b authored over 4 years ago by Jiaming Yuan <[email protected]>
33e052b1e599d4209834ebcc198a0ad97cb1afdc authored over 4 years ago by Jiaming Yuan <[email protected]>
* Fix build on big endian CPUs
* Clang-tidy
8de7f1928e4815843fbf8773a5ac7ecbc37b2e15 authored over 4 years ago by Philip Hyunsu Cho <[email protected]>* Refactor
* Rewrite evaluate splits
* Add more tests
b9649e7b8eb73a9679816e8f3986f335cdf850a2 authored over 4 years ago by Rory Mitchell <[email protected]>dfcdfabf1f735d9a040b5653ee89513079b41c40 authored over 4 years ago by Yuan Tang <[email protected]>
* Enable parameter validation.
* Enable JSON.
* Catch `dmlc::Error`.
* Show help message.