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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
3ad4333b0eeaa2efa21214b628aa6fd6fc9e7bc1 authored over 4 years ago by Rory Mitchell <[email protected]>
7a99f8f27f7dd7fadd7e7729952eaa2e4424f6c9 authored over 4 years ago by Darby Payne <[email protected]>
a931589c9657e8d79339256383ea6dc915064f56 authored over 4 years ago by Bart Broere <[email protected]>
* Sketching from adapters
* Add weights test
a38e7bd19c461e0bed7bd96ec72d56132157d4af authored over 4 years ago by Rory Mitchell <[email protected]>* Move thread local entry into Learner.
This is an attempt to workaround CUDA context issue i...
0dd97c206bfeffb5b272f4f075bb0277ed16d393 authored over 4 years ago by Jiaming Yuan <[email protected]>
* - create a gpu metrics (internal) registry
- the objective is to separate the cpu and gpu i...
* Use pre-rounding based method to obtain reproducible floating point
summation.
* GPU Hist ...
* Add release note for 1.0.0
* Fix a small bug in the Python script that compiles the list of...
9775da02d9b30193973e889809b8a2d89712e106 authored over 4 years ago by Philip Hyunsu Cho <[email protected]>
* - fixes and changes to the ranking metrics computed on cpu
- auc/aucpr ranking metric accel...
Closes #5383
71a8b8c65afcad6a3e3bf48bf1ee5e66d762543f authored over 4 years ago by Darius Kharazi <[email protected]>
* Split up sparse and dense build hist kernels.
* Add `PartitionBuilder`.
- move segment sorter to common
- this is the first of a handful of pr's that splits the larger...
This reverts commit 9a5efffebe9e527ca4dc27c281b06c221596f860.
2ba8c13b693bd3337f48f55d22ce116a65da6a35 authored over 4 years ago by Jiaming Yuan <[email protected]>9a5efffebe9e527ca4dc27c281b06c221596f860 authored over 4 years ago by Chen Qin <[email protected]>
Change `signle-node` to `single-node`
2d76d40dfda1740eb33d844243621e4635c18441 authored over 4 years ago by Samrat Pandiri <[email protected]>
* Avoid importing datatable.
* Fix #5363.
0fd455e162791340fea12948240025862f507b85 authored over 4 years ago by Jiaming Yuan <[email protected]>
* Change native data iter into an adapter.
f2b8cd2922ecf62f3e6208a1b49d988375c75cf2 authored over 4 years ago by Jiaming Yuan <[email protected]>* Honor the tree depth.
* Prevent pruning pruned node.
b0ed3f0a660550def42616035334830ac5ee3ebf authored over 4 years ago by Rory Mitchell <[email protected]>
* Unify GPU prediction node.
* Add `PageExists`.
* Dispatch prediction on input data for GPU P...
70a91ec3ba26d468f7657cc79828bf9f890f79bd authored over 4 years ago by daiki katsuragawa <[email protected]>
cfae247231e4977a78b255810565369c934fe1b5 authored over 4 years ago by Philip Hyunsu Cho <[email protected]>
* update docs for gpu external memory
* add hist limitation
d6b31df449f3527a10a7b57f51eb071374ca5264 authored over 4 years ago by Rong Ou <[email protected]>* Remove f-string, since it's not supported by Python 3.5 (#5330)
* Remove f-string, since it...
7ac7e8778fbf52d26cb34370b21171541c049e40 authored over 4 years ago by Philip Hyunsu Cho <[email protected]>8aa8ef10317cfc6d625050d98a5b86d3b1b888d3 authored over 4 years ago by Philip Hyunsu Cho <[email protected]>
* Refactor sparse page source
* Delete temporary cache files
* Log fatal if cache exists
...
b2b2c4e231e4d7d8299006ba4328b4deb45b8263 authored over 4 years ago by Rory Mitchell <[email protected]>
* Added a check call macro in jvm package, prevents executing other functions
from jvm when err...
Move this function into gbtree, and uses only updater for doing so. As now the predictor knows...
0110754a76090b34a07b191322e3cbd293976bf9 authored over 4 years ago by Jiaming Yuan <[email protected]>* Fix changing locale.
* Don't use locale guard.
As number parsing is implemented in house...
e433a379e41ab5f11494deac95a40a7c3aff707b authored over 4 years ago by Jiaming Yuan <[email protected]>7e32af5c21c9022ffb5074a446eca1f570f96342 authored over 4 years ago by Rory Mitchell <[email protected]>
* Save and load internal parameter configuration as JSON.
ed2465cce4eed9ddd8b0fe5aa23616cb04a9c025 authored over 4 years ago by Jiaming Yuan <[email protected]>8ca9744b0767a65977d96904d4cbf3359a41ea4f authored over 4 years ago by Jiaming Yuan <[email protected]>
* Move prediction cache into Learner.
* Clean-ups
- Remove duplicated cache in Learner and...
c35cdecddd0a13f23c7ddb2462155362ce3dcc2e authored over 4 years ago by Jiaming Yuan <[email protected]>* Rank tests
* Remove categorical split specialisation
* Extend tests to multiple features...
24ad9dec0b73caa52987ffd46ff47ad568a1f22e authored over 4 years ago by Rory Mitchell <[email protected]>
* Port test model compatibility.
* Port logit model fix.
https://github.com/dmlc/xgboost/pul...
911a902835e9683e77950093ed756007910a8db2 authored over 4 years ago by Jiaming Yuan <[email protected]>Extracted from https://github.com/dmlc/xgboost/pull/5220 .
29eeea709aff275fa97187858906fce711b4ae34 authored over 4 years ago by Jiaming Yuan <[email protected]>2e0067e790da55831527fec2f3c528b9cce6078e authored over 4 years ago by Philip Hyunsu Cho <[email protected]>
94828a7c0cf9a7b0151ff1b02a72bebbf1fde857 authored over 4 years ago by Andrew Kane <[email protected]>
84e395d91e9b150f261e6a1a677968843cd67e99 authored over 4 years ago by Jiaming Yuan <[email protected]>
The setup.py is rewritten. This new script uses only Python code and provide customized
implem...
* Implement gradient based sampling for GPU Hist tree method.
* Add samplers and handle compa...
c74216f22cf4ee96833866ea833a430fb62846da authored over 4 years ago by Philip Hyunsu Cho <[email protected]>
71e7e3b96f3ef6253cd6da01245abda7aff50cb0 authored over 4 years ago by David Díaz Vico <[email protected]>
a5cc112eea80db913f8b97f1f6590160e848686c authored over 4 years ago by Jiaming Yuan <[email protected]>
* Fix Travis OSX timeout.
* Fix classifier.
ed0216642f23047830ba32455126ba936b7fb80b authored over 4 years ago by Jiaming Yuan <[email protected]>856b81c7275beebe0f371c6ddbfa6160da7ac9bb authored over 4 years ago by Jiaming Yuan <[email protected]>
* temp
* temp
* tep
* address the comments
* fix stylistic issues
* fix
* exte...
d7b45fbcafcce8295a94858a996482fdb9091f3e authored over 4 years ago by Nan Zhu <[email protected]>fa26313feb7d4ce00361d69dfc44552d0ac121ff authored over 4 years ago by Philip Hyunsu Cho <[email protected]>
From clang-tidy-9 and gcc-7: Invalid case style, narrowing definition, wrong
initialization ord...
adc795929a52d90ecced21a5279fe175a2a129b3 authored over 4 years ago by Philip Hyunsu Cho <[email protected]>
* Remove the recommendation for pickle.
* Save skl attributes in booster.attr
* Test loadi...
472ded549d2a335bc807819ddb09349d5831610f authored over 4 years ago by Jiaming Yuan <[email protected]>c67163250e4b8a815a7ec16dc0ccaf49e3d58954 authored over 4 years ago by Egor Smirnov <[email protected]>
* Make pip install xgboost*.tar.gz work by fixing build-python.sh
* Simplify install doc
*...
4240daed4e5e88a963eca037cddcab9cacd6dc19 authored over 4 years ago by Philip Hyunsu Cho <[email protected]>* [R] Enable OpenMP with AppleClang in XGBoost R package
* Dramatically simplify install doc
cb3ed404cff3636248b04e7081bfccfefec3e3d8 authored over 4 years ago by Philip Hyunsu Cho <[email protected]>f7105fa44f4a5736f198e4d93fd1debf75231838 authored over 4 years ago by Philip Hyunsu Cho <[email protected]>
Print the link to new tutorial.
43974939f4ed79ddf650dfdc4ae6f32e3f8f80fd authored over 4 years ago by Jiaming Yuan <[email protected]>* Fix build on FreeBSD
* Use __linux__ macro
b513dcd352f564124dc28f371d5db8a4817486ff authored over 4 years ago by Philip Hyunsu Cho <[email protected]>* Add dart to JSON schema.
* Use spaces instead of tab.
ef19480eda876bba381bc0e8b21afcaf31f961d9 authored over 4 years ago by Jiaming Yuan <[email protected]>2f7fcff4d770a3eb4fba6b25ded74b45e196ccd6 authored over 4 years ago by Philip Hyunsu Cho <[email protected]>
* fix hanging connections
* remove logging
6e563951af23150b43e32105e627310fa5cfcb79 authored over 4 years ago by Nan Zhu <[email protected]>* [R] Robust endian detection in CRAN xgboost build
* Check for external backtrace() lib
*...
0c7455276da88319b94567137e155a0b9f4eed77 authored over 4 years ago by Philip Hyunsu Cho <[email protected]>1b3947d929ba45322e27b487e601f405cb5d2177 authored over 4 years ago by Rory Mitchell <[email protected]>
3eb1279bbf427743325c823979f323d4140b51db authored over 4 years ago by Jiaming Yuan <[email protected]>
* Add document for constraints.
* Fix a format error in doc for objective function.
40680368cfec38b88970246406e88db267b3fce1 authored over 4 years ago by Jiaming Yuan <[email protected]>* Turn xgboost::DataType into C++11 enum class
* New binary serialization format for DMatrix:...
44469a0ca9375f3f44bc9b827a38e0eeed37d475 authored over 4 years ago by Philip Hyunsu Cho <[email protected]>* Simplify Scikit-Learn parameter management.
* Copy base class for removing duplicated param...
b4f952bd22d77e83ec0079983f5324a3d4989394 authored over 4 years ago by OrdoAbChao <[email protected]>aa9a68010b3bc6ae5d6ee5b60db7cbb3ef5530f0 authored over 4 years ago by Rory Mitchell <[email protected]>
* Fix metainfo from DataFrame.
* Unify helper functions for data and meta.
1891cc766daee8e6621e59594a82cc2aa943befc authored over 4 years ago by Jiaming Yuan <[email protected]>5d4c24a1fc68c7deceb977c80c32f45b43a8be11 authored over 4 years ago by Rory Mitchell <[email protected]>
9c56480c6154ba664a0d17b692306ada7542926f authored over 4 years ago by Rory Mitchell <[email protected]>
* Fix related errors.
2a071cebc59ff0f9bac11a342d8693f48c03d8a0 authored over 4 years ago by Philip Hyunsu Cho <[email protected]>ff1342b252414fb47c05948cb239a3df1b8cc703 authored almost 5 years ago by mattn <[email protected]>
* Update README.md
e526871f0acb124a1b5701653a48662da63fd0be authored almost 5 years ago by Crissman Loomis <[email protected]>* Fix R dart prediction and add test.
5199b8612613c0f6237b160a434c2144af7a9107 authored almost 5 years ago by Jiaming Yuan <[email protected]>808f61081bd043fba7a25b79d0df907169b63d42 authored almost 5 years ago by Jiaming Yuan <[email protected]>
* Explicitly use UTF-8 codepage when using MSVC
* Fix build with CUDA enabled
0184f2e9f760a9ca4aff89838c8d0b9fe3171f11 authored almost 5 years ago by Philip Hyunsu Cho <[email protected]>a73e25e15f1ef4e49c1a3a1989a9f5d22a80bc5d authored almost 5 years ago by Rory Mitchell <[email protected]>
* Simplify DropTrees calling logic
* Add `training` parameter for prediction method.
* [Br...
f100b8d87871adaa693ea84548d69a598672d6f9 authored almost 5 years ago by Kodi Arfer <[email protected]>
* Fix syncing DMatrix columns.
* notes for tree method.
* Enable feature validation for all in...
8cbcc53ccbd3d2c4c74ef35fcec018be64d084cd authored almost 5 years ago by Rory Mitchell <[email protected]>
87ebfc131510e246551ae7b09ff84b00ed3eb323 authored almost 5 years ago by Rory Mitchell <[email protected]>
9559f81377a5470be128465938a284ce1cdf9396 authored almost 5 years ago by Rory Mitchell <[email protected]>
9049c7c6537c29efe172a9c8ff80a28f6aa1ce64 authored almost 5 years ago by cpfarrell <[email protected]>
* Lazy initialization of device vector.
* Fix #5162.
* Disable copy constructor of HostDev...
ee287808fbb8f0116c167260db5fd714fdfe34da authored almost 5 years ago by Jiaming Yuan <[email protected]>* Make sure copy constructor is used.
77cfbff5a7b862a7111e1b59afde07e997d3418c authored almost 5 years ago by Jiaming Yuan <[email protected]>* Disable parameter validation for now.
Scikit-Learn passes all parameters down to XGBoost, w...
ebc86a3afa9d645b9e5f84eb4d839f9331e5927b authored almost 5 years ago by Jiaming Yuan <[email protected]>2b9a62a806bcd04a30b2dec69951404c9c917f77 authored almost 5 years ago by Jiaming Yuan <[email protected]>
2d95b9a4b6d87e9f630c59995403988dee390c20 authored almost 5 years ago by Tim Gates <[email protected]>
* fix missing allgether rabit declaration
* fix allgather signature mismatch
* fix type co...
0d6a8532124c7ae0b6323b005156847e0d6dee0f authored almost 5 years ago by Chen Qin <[email protected]>* Add block based threading utilities.
7b17e76c5b5ba3de57d96f980afba51638925eed authored almost 5 years ago by Egor Smirnov <[email protected]>Closes https://github.com/dmlc/xgboost/issues/3579 .
* Don't use map.
04db125699385258fbed2d586c834e35228466da authored almost 5 years ago by Jiaming Yuan <[email protected]>018df6004edfd176a76dbbb0254bffaf45c5f407 authored almost 5 years ago by K.O <[email protected]>
139ccc9902e7845da4de4dd8931b5e5151de09e5 authored almost 5 years ago by Jiaming Yuan <[email protected]>
d55489af1408286dac2afd22d420dde1c70813f5 authored almost 5 years ago by Jiaming Yuan <[email protected]>
6848d0426f138c12bd7d371792fbace37991202d authored almost 5 years ago by Jiaming Yuan <[email protected]>
* Removed some data copying.
* Make sure gpu_id is valid before any configuration is carried ...
61286c6e8f2e647eb290455190c67d09db08888d authored almost 5 years ago by Jiaming Yuan <[email protected]>
* - implementation of map ranking algorithm
- also effected necessary suggestions mentioned i...
* Add OpenMP as CMake target
* Require CMake 3.12, to allow linking OpenMP target to objxgboo...
9b0af6e88246bfea58db71dce881bb3bdcdaecd3 authored almost 5 years ago by Philip Hyunsu Cho <[email protected]>