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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
c8c472f39aa08d5b8f180076a429f09317451cc7 authored over 5 years ago by Rory Mitchell <[email protected]>
* add back train method but mark as deprecated
* add back train method but mark as deprecated...
1dac5e24108890c946c5a4673f0d1fa4d6125943 authored over 5 years ago by Nan Zhu <[email protected]>* Accept array view (slice) in metainfo.
a985a99cf0dacb26a5d734835473d492d3c2a0df authored over 5 years ago by Jiaming Yuan <[email protected]>0ff84d950ed78df9941ccbaec3ac08e15159f81a authored over 5 years ago by Jiaming Yuan <[email protected]>
* Fix linter.
1cc34f01db56d28e8e80847cf0fc5e3ecf8bb67b authored over 5 years ago by Jiaming Yuan <[email protected]>60f05352c51956613e3319461180405c82a09266 authored over 5 years ago by Kenichi Nagahara <[email protected]>
* Prevent empty quantiles
* Revise and improve unit tests for quantile hist
* Remove unnec...
549c8d6ae998a5aa4578102a517e4b4def8761c9 authored over 5 years ago by Philip Hyunsu Cho <[email protected]>e1240413c90ee64621895bd4717103da3bf60244 authored over 5 years ago by Jiaming Yuan <[email protected]>
* Add comment after #endif.
* Add missing headers.
71a604fae3970ff0422f45617f57d85027cdddce authored over 5 years ago by Rory Mitchell <[email protected]>
* Remove dmlc logging header.
* Fix lint.
0101a4719ce9c368584716250e732849d9c56700 authored over 5 years ago by Jiaming Yuan <[email protected]>* Silent the death tests.
1fe874e58aae2e17be46fb9177407e245b844d11 authored over 5 years ago by Jiaming Yuan <[email protected]>ff2d4c99fa89695ffe3b72c678aafd2a12d68adb authored over 5 years ago by Pasha Stetsenko <[email protected]>
* Try fixing mingw build error when using CMake.
* Check __MINGW32__ .
* Fix linter.
05941a5f965007eba8441d962fadce6466688d9b authored over 5 years ago by Jiaming Yuan <[email protected]>* Add checks for group size.
* Simple docs.
* Search group index during hist cut matrix init...
* Fix broken R test: Install Homebrew GCC
Missing GCC Fortran causes installation failure of ...
37ddfd7d6e448185fc15b320b44785d06ab62577 authored over 5 years ago by Philip Hyunsu Cho <[email protected]>d506a8bc633fea3c8d535c70a5c11047122f07b5 authored over 5 years ago by Rong Ou <[email protected]>
* add back train method but mark as deprecated
* add back train method but mark as deprecated...
c18a3660faea9d9351ffc6a01ee1d8f50559d9bf authored over 5 years ago by Nan Zhu <[email protected]>3be1b9ae30015950ddc072499b4092ae97dff786 authored over 5 years ago by Rong Ou <[email protected]>
@CodingCat
9b917cda4ff61f0512cdba1c53bc8e55258a5d4a authored over 5 years ago by Rong Ou <[email protected]>* Update Python docstring for ranking functions
* Fix formatting
99a290489cb8e7109ff4f8f1161f098185097b25 authored over 5 years ago by Philip Hyunsu Cho <[email protected]>3320a5219204cb8ff6a83c0c20fcaeece9cdbf32 authored over 5 years ago by Nan Zhu <[email protected]>
ba584e5e9f9ae3d38f44f5837a4ffb6a85427188 authored over 5 years ago by Yuan (Terry) Tang <[email protected]>
2a9b085bc8d75b85bfd1d9877c52837c37651af9 authored over 5 years ago by Rong Ou <[email protected]>
* launch all reduce sequentially.
* Fix gpu_exact test memory leak.
* intentionally failed task
* throw exception
* more
* stop sparkcontext directly
* ...
05243642bb64a2865d35cc853058e7986cf5686e authored over 5 years ago by Nan Zhu <[email protected]>
* Remove GHistRow, GHistEntry, GHistIndexRow.
* Remove kSimpleStats.
* Remove CheckInfo, SetLe...
325b16bccdc0e863e6c85063e601c601d65a0320 authored over 5 years ago by Nan Zhu <[email protected]>
* add back train method but mark as deprecated
* add back train method but mark as deprecated...
ae3bb9c2d55f4d1e21df0ad0fcf936044aae783a authored over 5 years ago by Nan Zhu <[email protected]>* Basic script for using compilation database.
* Add `GENERATE_COMPILATION_DATABASE' to CMake...
8905df4a182eba7e97bcbcec0d37e06c47f4de60 authored over 5 years ago by Jiaming Yuan <[email protected]>* Prevent training without setting up caches.
* Add warning for internal functions.
* Check ...
7a652a8c646a6e6492ca637613b24b81486a1f37 authored over 5 years ago by Philip Hyunsu Cho <[email protected]>
* Enable xgb_model parameter in XGClassifier scikit-learn API
https://github.com/dmlc/xgboost...
59f868bc60a6ba8816aa38a2c2eb87bb6c468632 authored over 5 years ago by tmitanitky <[email protected]>0d0ce32908b4081e9fe85212177af6ae01564f4d authored over 5 years ago by Nan Zhu <[email protected]>
a60e224484236fee24afcd2a92fca888180da914 authored over 5 years ago by Philip Hyunsu Cho <[email protected]>
* fix doc
* Update doc/parameter.rst
Co-Authored-By: CodingCat <[email protected]...
e0094d996e47e16df3a493b85a927a23985b5356 authored over 5 years ago by Nan Zhu <[email protected]>* Fix failing Travis CI on Mac
Use Homebrew Addon + latest Mac image
* Use long command fo...
a1c35cadf00ca926b9658b9ea6160e84f95cdff5 authored over 5 years ago by Philip Hyunsu Cho <[email protected]>* Check booster for dart in feature importance.
4fac9874e0abcf864a9ca00f66ccb65bcdd86696 authored over 5 years ago by Jiaming Yuan <[email protected]>301cef463826d24837d4f17c742b6c9e4502dbe4 authored over 5 years ago by Jiaming Yuan <[email protected]>
* Cache left and right gradient sums
* Require leaf statistics when expanding tree
1fc37e47497239a7bc52e0e9949004c891fe36b6 authored almost 6 years ago by Rory Mitchell <[email protected]>
- ./testxgboost (without filters) failed if run on a multi-GPU machine because
the memory was...
* Initial performance optimizations for xgboost
* remove includes
* revert float->double
...
dade7c3aff1044f83339fd1393f78501c2fd5841 authored almost 6 years ago by KyleLi1985 <[email protected]>
* fix the issue with infrequent feature
* handle exception
* use only 2 workers
* addre...
773ddbcfcb3abe2115a419b186f45f18473d995e authored almost 6 years ago by Nan Zhu <[email protected]>e290ec9a804d3c3df7c0e62af5fd81f608225cfb authored almost 6 years ago by Nan Zhu <[email protected]>
* Avoid generating NaNs in UnwoundPathSum.
Kudos to Jakub Zakrzewski for tracking down the bu...
6a569b8cd950ba64db8cb1168912cce60e394934 authored almost 6 years ago by Kodi Arfer <[email protected]>* Remove usage of raw pointers in SparsePageSource.
55bc149efb069f15ea0c8bdfdfb38022d5ec6266 authored almost 6 years ago by Jiaming Yuan <[email protected]>* Updates to Booster to support other feature importances
* Add returns for Java methods
*...
431c850c03edd97a126707d2f04f251838392fe9 authored almost 6 years ago by Shayak Banerjee <[email protected]>* Use Span in gpu coordinate.
* Use Span in device code.
* Fix shard size calculation.
- ...
f368d0de2b6d60cdba67fed8291e7a3ce402850d authored almost 6 years ago by Nan Zhu <[email protected]>
15fe2f1e7cb1db4236429879faed59a4bac308b1 authored almost 6 years ago by Tatsuhito KATO <[email protected]>
* Fix ignoring dart in updater configuration.
be948df23ff3402b38a76dc8a2fee9172c63be6d authored almost 6 years ago by Jiaming Yuan <[email protected]>* Use Span in GPU exact updater.
* Add a small test.
9897b5042f563150513b0aebfc33a8e1ccb96987 authored almost 6 years ago by Jiaming Yuan <[email protected]>77352529256dafc425e026b0c6b7791a7ba84753 authored almost 6 years ago by Jiaming Yuan <[email protected]>
* Merge duplicated linear updater parameters.
* Split up coordinate descent parameter.
85939c6a6ea630c213852f485b13f70d47820c72 authored almost 6 years ago by Jiaming Yuan <[email protected]>f75a21af25d1752648d78d8efae33b6cb1a7fac9 authored almost 6 years ago by Rory Mitchell <[email protected]>
84c99f86f46b1ff901b9416233ae5eb172c18755 authored almost 6 years ago by Rory Mitchell <[email protected]>
* add back train method but mark as deprecated
* add back train method but mark as deprecated...
c055a3260988b63d61dbec088e8f8d6af2d34e9c authored almost 6 years ago by Nan Zhu <[email protected]>* Fix logging switch statement.
* Remove debug_verbose_ in AllReducer.
* Don't construct t...
c8c7b9649cb84f7e3dfc5dfa7a9f1fe813b4d8d2 authored almost 6 years ago by Jiaming Yuan <[email protected]>a2dc92959816d6d7cd44501db1dfcdfed737cb01 authored almost 6 years ago by Sam Wilkinson <[email protected]>
* Column sampling at individual nodes (splits).
* Documented colsample_bynode parameter.
-...
42bf90eb8fbcda2fac494c43bc326c7ca1d254d0 authored almost 6 years ago by Andy Adinets <[email protected]>* Unify logging facilities.
* Enhance `ConsoleLogger` to handle different verbosity.
* Overr...
* Ensure lists cannot be passed into DMatrix
The documentation does not include lists as an a...
fd722d60cdc06a3fd49c3284ae86e71e38cbe798 authored almost 6 years ago by Sam Wilkinson <[email protected]>* update description of early stopping rounds
the description of early stopping round was qui...
53f695acf2afe897abbaf2b3b77aad269da1161d authored almost 6 years ago by lyxthe <[email protected]>3d81c48d3fa9a2a2ceb0d7388d3ac1436af7d8ee authored almost 6 years ago by Rory Mitchell <[email protected]>
* fix
* reorder declaration to match initialization
84a3af8dc00dbc587d55892a55b418d362e24ff5 authored almost 6 years ago by Tong He <[email protected]>4be5edaf92ab3f9c181eee12c4afac0a29c965b2 authored almost 6 years ago by Andy Adinets <[email protected]>
* Allow single precision histogram summation in gpu_hist
* Add python test, reduce run-time o...
93f9ce9ef9d88a9cf8ded989c2fb83b37b3f0cd0 authored almost 6 years ago by Rory Mitchell <[email protected]>9af6b689d6c96d0326ddfc1c95ef849970dc7b1d authored almost 6 years ago by Philip Hyunsu Cho <[email protected]>
4f26053b09737e191a7993285aed022be67a322a authored almost 6 years ago by Philip Hyunsu Cho <[email protected]>
* Port elementwise metrics to GPU.
* All elementwise metrics are converted to static polymorp...
48dddfd635b0fa6575b9934334254533e5d8708d authored almost 6 years ago by Jiaming Yuan <[email protected]>- Improved GPU performance logging
- Only use one execute shards function
- Revert perform...
a9d684db185b1e5ee5a0dd64b646b58da28e6b05 authored almost 6 years ago by Rory Mitchell <[email protected]>c5f92df4754b91c6c5871621d3ecd5f3a704df45 authored almost 6 years ago by Philip Hyunsu Cho <[email protected]>
c5130e487a3746089d2183dca799159c3d4bf941 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...
9c4ff50e83b23ad460d5130deb24ad673c8fe666 authored almost 6 years ago by Nan Zhu <[email protected]>* Fix vector size of 'rawPredictionCol' in XGBoostClassificationModel
* Fix UT
42cac4a30b80bddebda59345819f39a0aa178203 authored almost 6 years ago by Huafeng Wang <[email protected]>The addition of self.booster attribute broke backward compatibility.
f9302a56fbdabb28d071ed9e402ca75e03673b4d authored almost 6 years ago by Philip Hyunsu Cho <[email protected]>7d3149a21f9fbdc416bd09e28305d016651012c6 authored almost 6 years ago by Philip Hyunsu Cho <[email protected]>
86aac98e54b831d04197be6cd7c8ccb67ecbd3d6 authored almost 6 years ago by Philip Hyunsu Cho <[email protected]>
e9ab4a1c6cbfac828440f9e37bd95d26e8446622 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...
dc2bfbfde144ada58c6992f0315e27064a5f8ea6 authored almost 6 years ago by Nan Zhu <[email protected]>7ebe8dcf5b5026eab02b62d2bed7435563bcae97 authored almost 6 years ago by Prabakaran Kumaresshan <[email protected]>
* Use consistent type for sharding GPU data in GPU coordinate updater
* Use fast integer ceil...
973fc8b1ff082586dc415951c81fd7913a9bfdf7 authored almost 6 years ago by Philip Hyunsu Cho <[email protected]>93f63324e62c9e04269d17bc6505137a18dcc900 authored almost 6 years ago by Jiaming Yuan <[email protected]>
* add back train method but mark as deprecated
* add back train method but mark as deprecated...
aa48b7e9033a4d78bf4f336960f62f63212d5530 authored almost 6 years ago by Nan Zhu <[email protected]>* add parameters 'conditionNodeParams' and 'leafNodeParams' to function `to_graphviz` enable to ...
0cd326c1bc369f1ed395f5fa59cc512166ca6ef0 authored almost 6 years ago by Joey Gao <[email protected]>3a150742c73bbe702b3d27fd975a5ccfab19348a authored almost 6 years ago by Philip Hyunsu Cho <[email protected]>
0a0d4239d32cc90e48fb95be0b122164582c9d96 authored almost 6 years ago by theycallhimavi <[email protected]>
fe999bf968e173e79b89b786f59a6fe496d99151 authored almost 6 years ago by Jiaming Yuan <[email protected]>
* Deprecate nose tests.
* Format python tests.
c76d993681d8486decc43d4bd4b81d86762ed434 authored almost 6 years ago by Philip Hyunsu Cho <[email protected]>
a2a8954659810de0a1a3849d124a270feec4a773 authored almost 6 years ago by Philip Hyunsu Cho <[email protected]>
7af0946ac18020b756fd22015563b23eb487f7a7 authored almost 6 years ago by Rory Mitchell <[email protected]>
* use gain for sklearn feature_importances_
`gain` is a better feature importance criteria th...
143475b27ba195604fe584bf175c6185320724b4 authored almost 6 years ago by Dr. Kashif Rasul <[email protected]>* Refactor evaluate split into shard
* Use span in evaluate split
* Update google tests
926eb651fe97ae521e7fd045ff8446136cf3f873 authored almost 6 years ago by Rory Mitchell <[email protected]>* Enable running objectives with 0 GPU.
* Enable 0 GPU for objectives.
* Add doc for GPU obj...
97984f4890e1b6357d8f98d121f2050220852998 authored almost 6 years ago by Jiaming Yuan <[email protected]>
SparkWithDataFrame was not there anymore. So replace with SparkMLlibPipeline.scala
0ddb8a7661013c75674704872c22273415268dbd authored almost 6 years ago by ajing <[email protected]>Signed-off-by: Jiacheng Xu <[email protected]>
d810e6dec91c84d6cf469403f6efb8663199eacd authored almost 6 years ago by Jiacheng Xu <[email protected]>be0bb7dd908ba910f73ee33095df915df6a0c138 authored almost 6 years ago by Philip Hyunsu Cho <[email protected]>