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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
e38d5a6831ef15798466872496ba6eff3bdf0343 authored almost 6 years ago by Philip Hyunsu Cho <[email protected]>
828d75714dc7b3a61d9f97ceac174c01123b644b authored almost 6 years ago by Philip Hyunsu Cho <[email protected]>
* Fix coef_ and intercept_ signature to be compatible with sklearn.RFECV
* Fix lint
* Fix ...
ad6e0d55f1e3aa1c2d99197cf98dd3a82abeda06 authored almost 6 years ago by Philip Hyunsu Cho <[email protected]>Add unittest for prune.
Add unittest for refresh.
Refactor fast_hist.
* Remove fast_his...
19ee0a357964f4c0a7cef6c00da2e8478e360974 authored almost 6 years ago by Jiaming Yuan <[email protected]>* Make C++ unit tests run and pass on Windows
* Fix logic for external memory. The letter ':'...
2b045aa80517df2f879072ae26ccc3ebc68646c2 authored almost 6 years ago by Philip Hyunsu Cho <[email protected]>Fixes #3844
d9642cf757f06274f219211bcd883b11ca4065f7 authored almost 6 years ago by Jelle Zijlstra <[email protected]>1bf4083dc6d632e901e58bf4e8d3fc3c18d96978 authored almost 6 years ago by Nikita Titov <[email protected]>
20d5abf9191785ba4606963ad693c24caa43fde4 authored almost 6 years ago by Philip Hyunsu Cho <[email protected]>
* Rewrite gpu_id related code.
* Remove normalised/unnormalised operatios.
* Address differe...
1698fe64bbc1f1bcd0b86d8d3e79e53fb7a8cf95 authored almost 6 years ago by Jiaming Yuan <[email protected]>
91cc14ea70d2c51b0e68369e91182e3423e28b68 authored almost 6 years ago by Philip Hyunsu Cho <[email protected]>
* Release 0.81 version
* Update NEWS.md
78ec77fa9787de69e4458e3f32f9d39ea1281955 authored almost 6 years ago by Philip Hyunsu Cho <[email protected]>c22e90d5d2df82e03fbab24dd4bc63f47a7b7fc4 authored almost 6 years ago by Philip Hyunsu Cho <[email protected]>
6da462234e76f8668787687b5061ae49e29bf614 authored almost 6 years ago by Philip Hyunsu Cho <[email protected]>
This feature was introduced by #3635
a650131fc338422df731cb64082115cadc5791e9 authored almost 6 years ago by Philip Hyunsu Cho <[email protected]>* Fix #3342 and h2oai/h2o4gpu#625: Save predictor parameters in model file
This allows pickle...
91537e73535cc4b9ba134b73cfe3e2ba897f0e89 authored almost 6 years ago by Philip Hyunsu Cho <[email protected]>* Fix #3747: Add coef_ and intercept_ as properties of sklearn wrapper
Scikit-learn expects l...
e04ab56b57a6e9b3eb0df0c38df8cb0a564e2ab4 authored almost 6 years ago by Philip Hyunsu Cho <[email protected]>* Clean up logic for converting tree_method to updater sequence
* Use C++11 enum class for ex...
ad68865d6ba9c5aac32a4ebf74f4c81df75a1078 authored almost 6 years ago by Philip Hyunsu Cho <[email protected]>583c88bce793b0500fe92ad87ed6aa31ce7a4d48 authored almost 6 years ago by Philip Hyunsu Cho <[email protected]>
To get around of the bug https://issues.apache.org/jira/browse/SUREFIRE-1588,
set useSystemClas...
Fix typo in docs
45d321da28dbf7328b5de51b8a74538987ec2370 authored almost 6 years ago by Jonathan Friedman <[email protected]>411df9f878081ae8d021f86663ac6b28f72348b3 authored almost 6 years ago by Philip Hyunsu Cho <[email protected]>
42200ec03ec6f2593c2a930bd9f3ce38fa11be5e authored almost 6 years ago by Rory Mitchell <[email protected]>
87f49995be1d63181b42b0e8a38716662b5463c6 authored almost 6 years ago by Chen Qin <[email protected]>
e3c1afac6be1ae8cb33c3583d1c3baf2fae98ccd authored almost 6 years ago by Zhao Hang <[email protected]>
d81fedb9554642e32c5ba0c266cd5c68667587ff authored almost 6 years ago by Matthew Tovbin <[email protected]>
* fix error in dmlc#57, clean up comments and naming
* include missing packages, disable reco...
eb2590b7742c06a6b99ed319c7ca5629fc1dc058 authored almost 6 years ago by Chen Qin <[email protected]>* add back train method but mark as deprecated
* add back train method but mark as deprecated...
5fbe2306363927108ed8f5a43ff2e32b25632e71 authored almost 6 years ago by Nan Zhu <[email protected]>
The `save_model()` and `load_model()` method only saves the part of the model
that's common to ...
* Multi-GPU support in GPUPredictor.
- GPUPredictor is multi-GPU
- removed DeviceMatrix, as ...
Changed width parameter of var important ggplot from 0.05 to 0.5 to make it more visible when di...
32de54fdeecef1e912663a3a4382b6e11671dcc1 authored almost 6 years ago by Bruno Tremblay <[email protected]>* Enable auto-locking of issues closed long ago
Issues that were closed more than 90 days ago...
02130af47d47dfa7f4507e1ecab3eb564174d73a authored almost 6 years ago by Philip Hyunsu Cho <[email protected]>* add back train method but mark as deprecated
* add back train method but mark as deprecated...
4ae225a08d3ff75d8d3a9f59ca477680cad2579c authored almost 6 years ago by Nan Zhu <[email protected]>
A privilege escalation vulnerability (CVE-2017-15288) has been
identified in the Scala compilat...
* fix error in dmlc#57, clean up comments and naming
* include missing packages, disable reco...
3a35dabfaeffbb53e4a23c8f539a85615335affd authored almost 6 years ago by Chen Qin <[email protected]>* add missing packackges used in dmlc submit
* disable local_recovery tests til we have code ...
69cdfae22f634f48a781e2c7fd5d720deb0d536f authored about 6 years ago by Chen Qin <[email protected]>785bde6f87a9b48b1ad87bf2571802fd942432b2 authored about 6 years ago by Chen Qin <[email protected]>
* Fix #3708: Use dmlc::TemporaryDirectory to handle temporaries in cross-platform way
Also in...
abf2f661bedb49245374c0c853231a5e91715b1c authored about 6 years ago by Philip Hyunsu Cho <[email protected]>55ee9a92a1365d8231e3436b76dcb936d8d648fb authored about 6 years ago by Philip Hyunsu Cho <[email protected]>
**Symptom** Apple Clang's implementation of `std::shuffle` expects doesn't work
correctly when ...
* Update committer list
* Update CONTRIBUTORS.md
* Minor format fix
4302fc402702659b8fafc7c7e70226e010632362 authored about 6 years ago by Philip Hyunsu Cho <[email protected]>* Address windows compilation error
* Do not allow divide by zero in weight calculation
* ...
f00fd87b36905425d1ee74fbe286fa33e0ed7988 authored about 6 years ago by Rory Mitchell <[email protected]>
* Split building histogram into separated class.
* Extract `InitCompressedRow` definition.
* B...
184efff9f9eabbbf262df681716b9c4db5314867 authored about 6 years ago by trivialfis <[email protected]>
5d6baed998b3a3287006148670d10ec04565f5f1 authored about 6 years ago by Rory Mitchell <[email protected]>
The word 'make' was been repeated twice, fixed to single.
1db28b8718081a63a55ecc1d861a8d21802d6cb5 authored about 6 years ago by Juzer Shakir <[email protected]>* Added some instructions on using MinGW-built XGBoost with python.
* Changes according to th...
5480e05173f99215e4efea97e8a6871144492870 authored about 6 years ago by KOLANICH <[email protected]>9504f411c1f13eff604285f9e93d25c48ef11369 authored about 6 years ago by weitian <[email protected]>
ca33bf6476a182a42209e3ce10a386adedd65ba9 authored about 6 years ago by Philip Hyunsu Cho <[email protected]>
133b8d94df5d85bb0ed3d9b97dc6d371b443938a authored about 6 years ago by Philip Hyunsu Cho <[email protected]>
11eaf3eed11b3a176a1b9b1bc4c9f29f7b7db1f6 authored about 6 years ago by Philip Hyunsu Cho <[email protected]>
6d42e56c8529d6fe9b920bb2563d3a3c612f0e5b authored about 6 years ago by Philip Hyunsu Cho <[email protected]>
7a7269e9836b7f9bafda9a6e57376e395fbf9236 authored about 6 years ago by Philip Hyunsu Cho <[email protected]>
ea99b53d8eeafcd0f127060601c521cfb52f5f92 authored about 6 years ago by Philip Hyunsu Cho <[email protected]>
* Fix #3714: preserve feature names when slicing DMatrix
* Add test
10cd7c8447716e8ca9979469f7b7e43f6f5c2546 authored about 6 years ago by Philip Hyunsu Cho <[email protected]>* Produce xgboost.so for XGBoost-R on Mac OSX, so that `make install` works
* Modernize R bui...
813d2436d3f94cb0ab4e4c04b4f91aebce0d99ee authored about 6 years ago by Philip Hyunsu Cho <[email protected]>c23783a0d1db3d795befe8e4588f211465b82a3f authored about 6 years ago by Philip Hyunsu Cho <[email protected]>
91903ac5d4524b225a7f46ecdc8a3caad5410718 authored about 6 years ago by Philip Hyunsu Cho <[email protected]>
* Test wheel compatibility on CPU containers, for all pull requests
* Run wheel test only whe...
ae7e58b96e15b4c4e4c0a171696e2b8844456a96 authored about 6 years ago by Philip Hyunsu Cho <[email protected]>e0fd60f4e5a492adefa9ae4bef353b9d9a526b80 authored about 6 years ago by Saumya Bhatnagar <[email protected]>
Fix #3755.
4b892c2b30cf1a65f6bd4ce33d5c7cd18b8fa43b authored about 6 years ago by trivialfis <[email protected]>* add back train method but mark as deprecated
* add back train method but mark as deprecated...
785094db537d01dd0f73fdec90a9ea083d8e2de3 authored about 6 years ago by Nan Zhu <[email protected]>* [jvm-packages] support specified feature names for jvm when get ModelDump and get FeatureScore...
9e73087324f72d8695e54da96e5e133769e662ca authored about 6 years ago by zengxy <[email protected]>* Remove references to AVX code.
* Allow plugins to be built by cmake
34522d56f0baf23cf2a11324ac70835f7910950d authored about 6 years ago by Rory Mitchell <[email protected]>Fix #3643.
c6b5df67f64e9e5feba29547faea03dd0ce707cc authored about 6 years ago by trivialfis <[email protected]>efc4f855055609e16745efc0a342103e7e2fdab1 authored about 6 years ago by weitian <[email protected]>
* Implement Transform class.
* Add tests for softmax.
* Use Transform in regression, softmax a...
The updater used in distributed training is grow_histmaker and not
grow_colmaker as the error ...
* DMatrix refactor 2
* Remove buffered rowset usage where possible
* Transition to c++11 s...
70d208d68c3a32aaa4fcd6aa456f286a4da5912f authored about 6 years ago by Rory Mitchell <[email protected]>* Add multi-GPU unit test environment
* Better assertion message
* Temporarily disable fai...
b50bc2c1d4375b22082caf41a744c53be5befb82 authored about 6 years ago by Philip Hyunsu Cho <[email protected]>baef5741dfeec121dbeca9802e6b00a75ed72d03 authored about 6 years ago by Philip Hyunsu Cho <[email protected]>
* Force clearing device memory before Reshard.
* Remove calculating row_segments for gpu_hist a...
0b7fd741388812a9357cf66761105da0e60ad53f authored about 6 years ago by Tong He <[email protected]>
* Fix #3730: scikit-learn 0.20 compatibility fix
sklearn.cross_validation has been removed fr...
51478a39c91c2d7cd42d239dfca0a55e28087a55 authored about 6 years ago by Philip Hyunsu Cho <[email protected]>fbe9d41dd060a4bb16590902157ad1f01dec021b authored about 6 years ago by Philip Hyunsu Cho <[email protected]>
* add back train method but mark as deprecated
* fix scalastyle error
* add back train met...
79d854c695aa5d32c022a2372902597fead1a23a authored about 6 years ago by Nan Zhu <[email protected]>* add a demo of multi-class classification R version
* add a demo of multi-class classificati...
3b5a1f389a9aab92b32ce59a13012840a8ba181c authored about 6 years ago by BruceZhao <[email protected]>2405c59352b05379d9e01ca10bea1d68b2f840e6 authored about 6 years ago by Takahiro Kojima <[email protected]>
73140ce84c09828365fa950dfbc569e46083e236 authored about 6 years ago by Philip Hyunsu Cho <[email protected]>
aa53e9fc8d0fbd2e229246212fb40d107985cb83 authored about 6 years ago by Nan Zhu <[email protected]>
* Fix gpu_set normalized and unnormalized.
* Fix DeviceSpan.
0f99cdfe0e0d6f89d2c54f4ba298ddd2a54f09cb authored about 6 years ago by Andy Adinets <[email protected]>
credits to @mmui
20a9e716bde68e3299a4906c0a5035c0a76e3840 authored about 6 years ago by Michael Mui <[email protected]>7bbb44182a7d16f6d99a57b7ddf5c9a2bd15db28 authored about 6 years ago by Dmitriy Rybalko <[email protected]>
9acd549dc7e9f21c94046019c889578f60e337ee authored about 6 years ago by Jerry Lin <[email protected]>
* bump flink version number
* bump flink version number
* add missing hadoop dependency
42b108136f17fc05289500b06682804da47d10c4 authored about 6 years ago by Chen Qin <[email protected]>* Better error message for failed lib loading
* Address review comment + fix lint
bd41bd660597c61926dc1cd8826c4b9b4b748b02 authored about 6 years ago by Philip Hyunsu Cho <[email protected]>3209b42b07c444dc74060bccbb7713988ec01c6a authored about 6 years ago by Philip Hyunsu Cho <[email protected]>
* Amend xgb.createFolds to handle classes of a single element.
* Fix variable name
7707982a85547a9b01b0699c775af637d19e248d authored about 6 years ago by jakehoare <[email protected]>* add max_delta_step to SplitEvaluator
* test for max_delta_step
* missing x2 factor for L...
ad3a0bbab8eb813cfca897945bba01c688ff59d3 authored about 6 years ago by Vadim Khotilovich <[email protected]>* add back train method but mark as deprecated
* add back train method but mark as deprecated...
d1e75d615e0b9616f270f9e26af8e03317dde67f authored about 6 years ago by Nan Zhu <[email protected]>* added test, commented out right now
* reinstated test
* added fix for checking encryptio...
14a8b964767257ab5e408f99c47b5f0efe398e53 authored about 6 years ago by Joseph Bradley <[email protected]>* Fix #3397: early_stop callback does not maximize metric of form NDCG@n-
Early stopping call...
3564b68b988c373bb5a01812471e3f37a50ccd3c authored about 6 years ago by Philip Hyunsu Cho <[email protected]>
- it turns out creating an std::vector on every call is faster
than cudaMallocHost()/cudaFree...
Following issue #3578
beab6e08dd5e4fff6396ec054e95bab4aba1a4c3 authored about 6 years ago by Matthew Tovbin <[email protected]>* Fix #3663: Allow sklearn API to use callbacks
* Fix lint
* Add Callback API to Python AP...
4b43810f51611a06b3edd329d364ea3754c0682a authored about 6 years ago by mrgutkun <[email protected]>* Revert "Add scikit-learn as dependency for doc build (#3677)"
This reverts commit 308f664ad...
5a8bbb39a15735c9c798292772dbeb211585d9d7 authored about 6 years ago by Philip Hyunsu Cho <[email protected]>8dac0d10092228989668c5e8b0bdc6a0b56a6354 authored about 6 years ago by Sergei Chipiga <[email protected]>
308f664ade0547242608e21f6198c895415f03da authored about 6 years ago by Philip Hyunsu Cho <[email protected]>
56e906a789562a21776dde93aa3c943d20696404 authored about 6 years ago by Philip Hyunsu Cho <[email protected]>