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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
cf19caa46a771041498419c087f3fb014c7464c3 authored over 6 years ago by Oleg Panichev <[email protected]>
375d75304d29062fabffb7241c7b2255a5010ca2 authored over 6 years ago by Philip Hyunsu Cho <[email protected]>
81d1b17f9ccee734f2326cbdb2ddc4caca521313 authored over 6 years ago by Felipe Arruda Pontes <[email protected]>
* added mingw64 installation instruction, and library file copy.
* Change all `libxgboost.dll...
b99f56e386ab801c39ceeec9863de4742400e8d3 authored over 6 years ago by cinqS <[email protected]>In line 461, the "size_t offset = 0;" should be declared before any calculation, otherwise will ...
874525c152258892df65002283c0d7a3c949c838 authored over 6 years ago by Abraham Zhan <[email protected]>* Add interaction effects and cox loss
* Minimize whitespace changes
* Cox loss now no lon...
d878c36c84edd625e93a6ba1635cba4f69f3defa authored over 6 years ago by Scott Lundberg <[email protected]>077abb35cd04f18b16faf1e1744c7bbcbbdd71e6 authored over 6 years ago by Jonas <[email protected]>
* change cout to LOG
* lint fix
94e655329f07df2f2e662e1967565ae79cf93ef5 authored over 6 years ago by Vadim Khotilovich <[email protected]>* [jvm-packages] Explicitly declared Spark dependencies as provided
* Removed noop spark-2.x ...
7c99e90ecd3a031a99a61ef3606ca6b873f87e8c authored over 6 years ago by Sergei Lebedev <[email protected]>86bf930497c6978a4bb1dd20e94c731477d9a77d authored over 6 years ago by Peter M. Landwehr <[email protected]>
- thrust::copy() called from dvec::copy() for gpairs invoked a GPU kernel instead of
cudaMemc...
* modify test_helper.R
* fix noLD
* update desc
* fix solaris test
* fix desc
* i...
98be9aef9aab76ca8e1ca6c250c565dcdbcb7be0 authored over 6 years ago by Tong He <[email protected]>c88bae112e6e26fc8f145d02bc699550a19649dd authored over 6 years ago by Vadim Khotilovich <[email protected]>
5ef684641b35245e66bd7467cfec7d8d3e644036 authored over 6 years ago by tomasatdatabricks <[email protected]>
* Change uint to unsigned int
* Fix no root predictions bug
* Remove redundant splitting d...
f87802f00c087b96f74799bc3e2f60e490ccfdb7 authored over 6 years ago by Rory Mitchell <[email protected]>* [jvm-packages] Move cache files to tmp dir and delete on exit
* Delete the cache dir when w...
8b2f4e2d394a5fc6d76a8b90f5c0bdde054c958d authored over 6 years ago by Yun Ni <[email protected]>* [jvm-packages] Move cache files to tmp dir and delete on exit
* [jvm-packages] Update docs ...
3f3f54bcad1a62661ff5dbf276c2f4f0a459c5e4 authored almost 7 years ago by Yun Ni <[email protected]>* Added GPU objective function and no-copy interface.
- xgboost::HostDeviceVector<T> syncs au...
84ab74f3a56739829b03161fb9c249f3a760a518 authored almost 7 years ago by Thejaswi <[email protected]>0759d5ed2bfa1ecfc8f00ab955d8618db474f280 authored almost 7 years ago by David Hirvonen <[email protected]>
* add back train method but mark as deprecated
* add back train method but mark as deprecated...
a187ed6c8f3aa40b47d5be80667cbbe6a6fd563d authored almost 7 years ago by Nan Zhu <[email protected]>* Convert SIGSEGV to XGBoostError
* Address CR Comments
* Address CR Comments
740eba42f717463d010ed780801fd0f05ac83510 authored almost 7 years ago by Yun Ni <[email protected]>* [jvm-packages] Prevent dispose being called twice when finalize
* Convert SIGSEGV to XGBoos...
65fb4e3f5ca52498b7244bd59f0a438a42dc67b5 authored almost 7 years ago by Yun Ni <[email protected]>* add back train method but mark as deprecated
* add back train method but mark as deprecated...
9747ea2acb6285273a3272ef0da261391a1fc454 authored almost 7 years ago by Nan Zhu <[email protected]>After installing ``gcc@5``, ``CMAKE_C_COMPILER`` will not be set to gcc-5 in some macOS environm...
bf4367184164e593cd2856ef38f8dd4f8cc76999 authored almost 7 years ago by Zhirui Wang <[email protected]>* add back train method but mark as deprecated
* add back train method but mark as deprecated...
14c6392381c3b63996af4bd9bb13840dd20e78bf authored almost 7 years ago by Nan Zhu <[email protected]>* [R] disable thred_local for 32bit windows
* [R] require C++11 and GNU make in DESCRIPTION
...
4aa346c10b29febc41ef5d5e84934abd222c1ae7 authored almost 7 years ago by Philip Cho <[email protected]>
Document all changes made in year 2017
3cef89e15e59884d2f26f3ca13391619500aaddc authored almost 7 years ago by Philip Cho <[email protected]>* Build python wheel artifacts for Windows
* Remove Win32 target
3b09037e22a7966889c87c7b092bbf3da61c11a4 authored almost 7 years ago by Vladimir Surjaninov <[email protected]>33ac8a0927cc30f23105b44e9ef7943cce806c0e authored almost 7 years ago by csgwma <[email protected]>
* Tag version 0.7
* Document all changes made in year 2016
8d35c09c5553dd87b5b94b1f3b9a146f76fd02e8 authored almost 7 years ago by Philip Cho <[email protected]>* add back train method but mark as deprecated
* add back train method but mark as deprecated...
005a4a5e47a05ad04a83af606e75f7d046bce58c authored almost 7 years ago by Nan Zhu <[email protected]>* [jvm-packages] Train Booster from an existing model
* Align Scala API with Java API
* Ex...
9004ca03cacd520cc66f453ace5091ab5507eb24 authored almost 7 years ago by Yun Ni <[email protected]>eedca8c8ec5f3850ce3ed198357fc9d4dcb1f7e1 authored almost 7 years ago by Yuchao Dai <[email protected]>
* [jvm-packages] Fixed test/train persistence
Prior to this patch both data sets were persist...
7c6673cb9ef7f68f92075123dc78e9661ce3d4e5 authored almost 7 years ago by Sergei Lebedev <[email protected]>7759ab99ee9eecdeb47dc2b6c693e6c47ccf92db authored almost 7 years ago by Rory Mitchell <[email protected]>
* [R] fix finding R.exe with cmake on WIN when it is in PATH
* [R] appveyor config for R pack...
76f8f514382ec6afbc13bb6bab622924f5a07da6 authored almost 7 years ago by Vadim Khotilovich <[email protected]>4fa917b19faa2409a4ac52e022e893bdd7d2be20 authored almost 7 years ago by Nan Zhu <[email protected]>
4d36036fe6fdc30ba4d72c84f3957a39a29ab23f authored almost 7 years ago by PSEUDOTENSOR / Jonathan McKinney <[email protected]>
* [R] fix predict contributions for data with no colnames
* [R] add a render parameter for xg...
e8a659795763bce88e2672de811abcb4eb70e33b authored almost 7 years ago by Vadim Khotilovich <[email protected]>* Fix #2905
* Fix gpu_exact test failures
* Fix bug in GPU prediction where multiple calls...
1b77903eeb55d8c27fc94fe8ae1d7526c69bed0d authored almost 7 years ago by Rory Mitchell <[email protected]>1e3aabbadc2205a61216bb1357827e4c1425eb70 authored almost 7 years ago by jac-stripe <[email protected]>
* simplify software citation; answers #309
* fix import issues from dl.acm.org/citation.cfm?i...
646db1528d55388c2d7316ba4216835df855cc35 authored almost 7 years ago by Katrin Leinweber <[email protected]>c51adb49b66cc402858580880ce32969d64a05be authored almost 7 years ago by Rory Mitchell <[email protected]>
* update doc string for grid parameter
* update doc string for grid parameter
5867c1b96dc5a958aebe9398eabbecbcb6fce0e0 authored almost 7 years ago by Jerry Dumblauskas <[email protected]>* Some minor changes to the code style
Some minor changes to the code style in file basic_wal...
878f3079484fc5fa9e1f90a476bdded23d9e55de authored almost 7 years ago by LevineHuang <[email protected]>The previous command did not work for me. This one did.
77715d5c626a1efb82c904227355afdb7d676472 authored almost 7 years ago by Rajiv Abraham <[email protected]>790da458e7575affb53a5dab5750d7940d1d4945 authored almost 7 years ago by EvanChong <[email protected]>
* provide hints on how to build this on linux if a new user just clones the repository and is lo...
bb097166b520a1d86bc5e0a8ded7152ca698e7b9 authored almost 7 years ago by Jay <[email protected]>0ad20f8fe0c7efa4fbde97b8e10f6ab2edf3632a authored almost 7 years ago by avinocur <[email protected]>
602b34ab914da7830d632ca8079ebffc3bd608f0 authored almost 7 years ago by Sam O <[email protected]>
* make every theta lowercase
* use uniform font and capitalization for function name
9fbeeea46e1d00547090d5bd7236fba8854b0869 authored almost 7 years ago by Viraj Navkal <[email protected]>c55f14668e5a62d84727730c1b9537f29842112c authored almost 7 years ago by Rory Mitchell <[email protected]>
* AVX gradients
* Add google test for AVX
* Create fallback implementation, remove fma ins...
24f527a1c095b24115dc5d54ad35cc25d3bc3032 authored almost 7 years ago by Rory Mitchell <[email protected]>3dcf966bc3e3f0a1484e8ddaf8374cbdb9b032f2 authored almost 7 years ago by yskn67 <[email protected]>
* FIX link
* typo
70a4c419e966fea9418bc09dfec19e41215f7fb2 authored almost 7 years ago by tomisuker <[email protected]>* [jvm-packages] Exposed train-time evaluation metrics
They are accessible via 'XGBoostModel....
8e141427aaddf6e51b794b140fd426386ba314d5 authored almost 7 years ago by Sergei Lebedev <[email protected]>I found the installation of the Python XGBoost package to be problematic as the documentation ar...
88177691b8acafa5f288b4b850b83f84aa4fa808 authored almost 7 years ago by Joe Nyland <[email protected]>- Implement colsampling, subsampling for gpu_hist_experimental
- Optimised multi-GPU impleme...
40c6e2f0c84db46070f91cf77db03275a1f4eee9 authored almost 7 years ago by Rory Mitchell <[email protected]>16c63f30d057d58045afdf822efa169534d10b7a authored almost 7 years ago by Rory Mitchell <[email protected]>
* Update xgboost build for OS X
* Add notes on gcc and brew
* Update build.md
* Update ...
77ae4c870178be3c4dbe5331ec7966cec93fee33 authored almost 7 years ago by Dat Le <[email protected]>
In the refactor to add base margins, #2532, all of the labels were lost
when creating the dmatr...
* add scala docs to several methods
* indentation
* license formatting
* clarify distri...
a8f670d24742002ed35f8e4927d9e7b7d3ec1d14 authored almost 7 years ago by Seth Hendrickson <[email protected]>
Training a model with the experimental rank:ndcg objective incorrectly
returns a Classification...
* Some minor changes to the code style
Some minor changes to the code style in file basic_wal...
91af8f710667884d8c841a916f1073b4a7891eaa authored almost 7 years ago by LevineHuang <[email protected]>d9d5293cdbbbf67dc8ff9d4a3f171d0990fdd1ee authored almost 7 years ago by Rory Mitchell <[email protected]>
* Fatal error if GPU algorithm selected without GPU support compiled
* Resolve type conversio...
13e7a2cff0f08d9c4a659409887687f1ce6bb632 authored almost 7 years ago by Rory Mitchell <[email protected]>Some minor changes to code style in file 'boost_from_prediction.py'.
c71b62d48d9673b6234fa2436fd6cabdd4452484 authored almost 7 years ago by LevineHuang <[email protected]>
Problem:
Fast histogram updater crashes whenever subsampling picks zero rows
Diagnosis:
Row...
Fix typo
3610025fb6ed35c5f07881c07602414663c19a6b authored almost 7 years ago by caoyi <[email protected]>ac7a9edb06f2641bc68ba8edd4ce241259e20cbc authored almost 7 years ago by Seth Hendrickson <[email protected]>
c09ad421a8a5d63ac1ee825a7b8195f7cb7f7740 authored almost 7 years ago by Qiang Luo <[email protected]>
5dca6745e11124df9792b81358fa55056fc74bb9 authored about 7 years ago by erikdf <[email protected]>
* Only set OpenMP_CXX_FLAGS when OpenMP is found
I found this trying to get the Mac build wor...
b1793da30ec015501677ca4c5da5291dfbb22349 authored about 7 years ago by Justin Mills <[email protected]>* Add SparkParallelismTracker to prevent job from hanging
* Code review comments
* Code Re...
b678e1711d9c3432d21409c4249646a1691707a9 authored about 7 years ago by Yun Ni <[email protected]>* SHAP values for feature contributions
* Fix commenting error
* New polynomial time SHAP ...
78c4188cec31425f708d238160ea3afb67a7250a authored about 7 years ago by Scott Lundberg <[email protected]>ff9180cd73f21c21b8852b010dd664966bb00970 authored about 7 years ago by Guang Wei Yu <[email protected]>
Adding xgb_model paramter allows the continuation of model training.
Model has to be saved by c...
* coding style update
Current coding style varies(for example: the mixed use of single quote ...
6e378452f248f7dd280b153f70928e6d6d20a1df authored about 7 years ago by Icyblade Dai <[email protected]>
-Improved GPU algorithm unit tests
-Removed some thrust code to improve compile times
* Allowed subsampling test from the training data frame/RDD
The implementation requires stori...
69c3b78a292409f7d28867836f03f97ab4226b7d authored about 7 years ago by Sergei Lebedev <[email protected]>* [R] MSVC compatibility
* [GPU] allow seed in BernoulliRng up to size_t and scale to uint32_...
74db9757b38e51516289704ba236e14b8454d924 authored about 7 years ago by Vadim Khotilovich <[email protected]>* minor typo
* typo
* Update discoverYourData.md
5c9f01d0a974edabfde0adda07f436c72a2b10e5 authored about 7 years ago by Icyblade Dai <[email protected]>5c9f0ff9d92c64be3082272e50a8447a14e6d31b authored about 7 years ago by Andrew Hannigan <[email protected]>
Current version of xgboost.readthedocs.io has a broken search box.
Enabling themes on ReadTheDo...
Addresses Issue #2533.
31ad40b963ab17ef28759666cb38035ef099d793 authored about 7 years ago by Philip Cho <[email protected]>* python: follow the default warning filters of Python
https://docs.python.org/3/library/warn...
8d15024ac756a788020c1c431380ba3a479ab527 authored about 7 years ago by Tsukasa OMOTO <[email protected]>178517524fd983ff1672d8929bd68ecfb4a0d730 authored about 7 years ago by zhxfl <[email protected]>
* [bugfix] (xgboost-spark) preserving num_class across save & load
* add testcase for save & ...
d5703372627350e4c3a167db76c46992c168b0cb authored about 7 years ago by Sergei Lebedev <[email protected]>Changed dead link to actual one
c09204fa70c665ad8c1e265b391847e8bc6e1dc0 authored about 7 years ago by Dmitry Mottl <[email protected]>* fix issue 2670
* add python<3.6 compatibility
* fix Index
* fix Index/MultiIndex
*...
0e85b30fdd8d99a39171ec1e7718c4da7ad30a4d authored about 7 years ago by Icyblade Dai <[email protected]>ee80f348dea6d47b3f38e2ae044edad390803971 authored about 7 years ago by Dmitry Mottl <[email protected]>
1190dc62a79c0a7fc5164c03f6c7ff6b87629971 authored about 7 years ago by Nan Zhu <[email protected]>
55ba3621549cf9f49a1c4cbfa6a8b87f03636272 authored about 7 years ago by Rory Mitchell <[email protected]>
a7ce4d24623065268eb6e9bd0075d220f3e5137c authored about 7 years ago by Mahmoud Rawas <[email protected]>
* Add GPU documentation
* Update Python GPU tests
9c85903f0bc0276eeff00c70784c670036e88d0e authored about 7 years ago by Rory Mitchell <[email protected]>e6a9063344e429a3417adbfdfd9746664c9005a2 authored about 7 years ago by Rory Mitchell <[email protected]>
* Change cmake option
* Move source files
* Move google tests
* Move python tests
* ...
15267eedf242ef6d8d6d459f534ff29624c55f56 authored about 7 years ago by Rory Mitchell <[email protected]>8244f6f120b982c43628d74fc7e81162fb314070 authored about 7 years ago by Yun Ni <[email protected]>
* Add coverage report for java
* Add coverage report for python
* Increase memory for JVM ...
f04bde05fd6845d28c1bfcfba35294364992a096 authored about 7 years ago by Yun Ni <[email protected]>