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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
ba98e0cdf2d56142e13f81f009020b44aa2c6097 authored over 5 years ago by Philip Hyunsu Cho <[email protected]>
* Rename the Reshard method to Shard
* Add a new Reshard method for sharding a vector that's ...
eaab364a63f39edd16a879b20c3f8a929eb644b6 authored over 5 years ago by Rong Ou <[email protected]>* fix compatibility problem of spark version on MissingValueHandlingSuite.scala
* call setHan...
797ba8e72d2039298847981c68aa83914cfb63b5 authored over 5 years ago by Xu Xiao <[email protected]>253fdd8a42d5ec6b819788199584d27bf9ea6253 authored over 5 years ago by Nan Zhu <[email protected]>
91c513a0c1594fd2c81b7a0cd0dca12328181a02 authored over 5 years ago by tqchen <[email protected]>
* Combine thread launches into single launch per tree for gpu_hist
algorithm.
* Address depr...
5e582b0fa7537a959f4c539438a481b08df2d663 authored over 5 years ago by Rory Mitchell <[email protected]>146e83f3b37593b96b894b87b9df2ac1d282f1ab authored over 5 years ago by Ravi Kalia <[email protected]>
5dfb27fb2d83b571465aadd50c006e29ac7f2f7b authored over 5 years ago by Bozhao <[email protected]>
* Reinitialize `_sindex` when reallocating a deleted node.
77c03538b0db2e3608ef07ddcf9b48325584dbee authored over 5 years ago by Jiaming Yuan <[email protected]>* allow partial evaluation of dataframe before prediction
* resume spark test
* comments
...
a429748e244f67f6f144a697f3aa1b1978705b11 authored over 5 years ago by Nan Zhu <[email protected]>
* All Linux tests are now in Jenkins CI
* Tests are now de-coupled from builds. We can now buil...
* fix the nan and non-zero missing value handling
* fix nan handling part
* add missing va...
995698b0cb1da75f066d7e0531302a3bfa5a49a4 authored over 5 years ago by Nan Zhu <[email protected]>* [jvm-packages][hot-fix] fix column mismatch caused by zip actions at XGBooostModel.transformIn...
2d875ec0197d5a83e7d585daf472b8201aa97c51 authored over 5 years ago by Xu Xiao <[email protected]>* Set `RABIT_BUILD_DMLC=1` if use dmlc-core in rabit
* remove dmlc-core
5c3b36f34687acbe5192e51cae4cb2864e8830c0 authored over 5 years ago by Chen Qin <[email protected]>* Install binary igraph
* Include Graphviz in PATH
503cc42f480b41fc203cc76fe15e14baeffca175 authored over 5 years ago by Philip Hyunsu Cho <[email protected]>
* include osx in tests
* address `time_wait` on port assignment
* increase submit attempts.
*...
2c61f02add72cce8f6dc1ba87e016e3c5f0b7ea6 authored over 5 years ago by Rong Ou <[email protected]>
* Migrate lint to Python 3
* Fix lint errors
* Use Miniconda3 to use Python 3.7
* Use l...
bbe0dbd7ec781147327d5326700fbda8b70f2d61 authored over 5 years ago by Philip Hyunsu Cho <[email protected]>* fixed typos in R package docs
* updated verbosity parameter in xgb.train docs
5e97de6a4186cd616bda3387c8cf9c5ec1904189 authored over 5 years ago by James Lamb <[email protected]>* bump spark version
* keep float.nan
* handle brokenly changed name/value
* add test
...
* oprimizations for pre-processing
* code cleaning
* code cleaning
* code cleaning afte...
711397d6452d596d7acbb68f1052ffebdee3e3af authored over 5 years ago by Egor Smirnov <[email protected]>* Refactor CMake scripts.
* Remove CMake CUDA wrapper.
* Bump CMake version for CUDA.
* Use...
* Port multi classes metrics to CUDA.
84d992babcc370bff6cf4fe89985f072b0b91a64 authored over 5 years ago by Jiaming Yuan <[email protected]>be7bc07ca38401901ffbff45ae78151c42236c01 authored over 5 years ago by James Lamb <[email protected]>
* [r-package] cut CI-time dependency on craigcitro/r-travis (fixes #4348)
* Install R
* In...
edae664afb409df25dee85197f6a08e06d01f16c authored over 5 years ago by James Lamb <[email protected]>* refactor tests to get rid of duplication
* address review comments
f4521bf6aa47fded44e175b236c055d5a4108ef1 authored over 5 years ago by Rong Ou <[email protected]>3078b5944de8e010988a0d697cccc0b9ecaa71db authored over 5 years ago by Xu Xiao <[email protected]>
The old NativeLibLoader had a short-circuit load path which modified
java.library.path and atte...
956e73f18389f2f8165a4bab16bfa503a0262744 authored over 5 years ago by Jean-Francois Zinque <[email protected]>
* Fix Histogram allocation.
nidx_map is cleared after `Reset`, but histogram data size isn't ...
5c2575535f313f358c663f3ac710713e73093d28 authored over 5 years ago by Jiaming Yuan <[email protected]>* add a test for cpu predictor using external memory
* allow different page size for testing
81c1cd40ca7c0a748a2818091a389036f5215762 authored over 5 years ago by Rong Ou <[email protected]>b72eab3e072b39698d54f8dbfdecdd50846e0cbb authored over 5 years ago by James Lamb <[email protected]>
* Added language classifier for python
* Removed python2 language classifier
* Fix formatting
360f25ec275fcb327f5b04a1466a78caf49e7456 authored over 5 years ago by Mayank Suman <[email protected]>Correct the calculation mistake in colsample_by* example.
c7bc739ed2e267e1022b8683e03a9c4f86bd2184 authored over 5 years ago by Yang Yang <[email protected]>60a9af567c77b7699653ff9d2851001fcaf36d26 authored over 5 years ago by Xu Xiao <[email protected]>
9080bba8150c0208315efebd735c985b77887eba authored over 5 years ago by Andy Adinets <[email protected]>
2e052e74b627659b97ce741be5b64581479303c3 authored over 5 years ago by Jiaxiang Li <[email protected]>
Fix the bug report of https://github.com/dmlc/xgboost/issues/4328.
I am the beginner of the Git...
* When building pull requests, use Docker cache for master branch
Docker build caches are per...
70be1e38c24ffac5d5e21e1dd366aafce3e7537f authored over 5 years ago by Philip Hyunsu Cho <[email protected]>37c75aac41396d6eab5b62680c75ba8e8dbb0b6b authored over 5 years ago by Philip Hyunsu Cho <[email protected]>
* Use a temporary variable to store the handle.
* Decode c++ error message.
* Simple note abou...
* make the assignments of HostDeviceVector exception safe.
* storing a dummy GPUDistribution ...
680a1b36f3d951f5a14358db236670c259fa2839 authored over 5 years ago by Hajime Morrita <[email protected]>
* handle nan
* handle nan explicitly
* make code better and handle sparse vector in spark
...
7ea5b772fb07095b46bfca5fb7f5e19cdac533d5 authored over 5 years ago by Rong Ou <[email protected]>
* Upgrade to GCC 5.3.1, CMake 3.6.0
* <regex> is now okay
7aed8f3d48cb08027cfda8a66fdd0c00a1c7b05e authored over 5 years ago by Philip Hyunsu Cho <[email protected]>8c8021dfa7bd8991090bacbb14e9a9a35470e65e authored over 5 years ago by Rong Ou <[email protected]>
3f312e30db5973a7b19ac60c6a326a19c22255dd authored over 5 years ago by Rory Mitchell <[email protected]>
c85181dd8a1c8e567ef6ab14f01d1740c4ddfd01 authored over 5 years ago by Jiaming Yuan <[email protected]>
- Fuse final update position functions into a single more efficient kernel
- Refactor gpu_his...
6d5b34d82486cd1d0480c548f5d1953834659bd6 authored over 5 years ago by Rory Mitchell <[email protected]>* jenkins build for cuda 10.0
* yum install nccl2 for cuda 10.0
5aa42b5f118101c0be5696a7586e036cc3b4ea24 authored over 5 years ago by Rong Ou <[email protected]>* backport dmlc header changes to rabit
* use gitmodule to reference latest dmlc header files...
ecd4bf7aaee477cea6ac14aa52f8276192f085f6 authored over 5 years ago by Chen Qin <[email protected]>263e2038e94fe8a0bb5e86ba3aef4e1feed150f1 authored over 5 years ago by Philip Hyunsu Cho <[email protected]>
* Make train in xgboost4j respect print params
Previously no setting in params argument of Bo...
b374e0a7abfdb5571e8737dad7450f25495530d2 authored over 5 years ago by Harry Braviner <[email protected]>* print version number
* add property file
45c89a6792ba8c881c78a3b5955305f096f46667 authored over 5 years ago by Nan Zhu <[email protected]>8eab966998b54ddd7076b74b597b0c9cc4bf323c authored over 5 years ago by Rory Mitchell <[email protected]>
09bd9e68cf369e759052e4aae2cce6871cb996fd authored over 5 years ago by Jiaming Yuan <[email protected]>
* Optimisations for gpu_hist.
* Use streams to overlap operations.
* ColumnSampler now use...
00465d243d02ec4b8030e9848026b42ec6799f91 authored over 5 years ago by Rory Mitchell <[email protected]>78141831997cfa064265a28ba5d22de52c562440 authored over 5 years ago by Rory Mitchell <[email protected]>
* control whether to cache data
* uncache
359ed9c5bc8b83f6b5d6c10e130d07d4886c9fec authored over 5 years ago by Nan Zhu <[email protected]>
* Deprecate `reg:linear' in favor of `reg:squarederror'.
* Replace the use of `reg:linear'.
* ...
cf8d5b9b76339fa79b2e4def914b560eb9249caa authored over 5 years ago by Jiaming Yuan <[email protected]>
fdcae024e794c5507d21290602e1461555e6fc26 authored over 5 years ago by Jiaming Yuan <[email protected]>
* Mark Scikit-Learn RF interface as experimental in doc.
7b1b11390ae5b3c8c91edbe66de2590379124d7b authored over 5 years ago by Jiaming Yuan <[email protected]>785d7e54d36a8cee2cbcbe9ba1d86e31f29477b3 authored over 5 years ago by Chen Qin <[email protected]>
5465b73e7c13823225a1bc389b4defbdcbfaa6c0 authored over 5 years ago by Rory Mitchell <[email protected]>
* enable model recovery tests
* force use gcc4.8 in Travis
* Brought the silent parameter for the SKLearn-like API back, marked it deprecated.
- added d...
4352fcdb1509305101c2750a2f198d5f0db1e5bd authored over 5 years ago by Andy Adinets <[email protected]>* Improved multi-node multi-GPU random forests.
- removed rabit::Broadcast() from each invoca...
b833b642eca0cc4e3975958ba093d0d8cd25c4ea authored over 5 years ago by Andy Adinets <[email protected]>99a714be64b91ec929817e219797e00fbd0e67bb authored over 5 years ago by Philip Hyunsu Cho <[email protected]>
* Upgrade gtest for clang-tidy.
* Use CMake to install GTest instead of mv.
* Don't enforce ...
259fb809e9bcc7b1157a697ee306c0d5a150d778 authored over 5 years ago by Tong He <[email protected]>
* Added SKLearn-like random forest Python API.
- added XGBRFClassifier and XGBRFRegressor c...
a36c3ed4f4f17f58bb005b9e8fd741db9a7b7804 authored over 5 years ago by Andy Adinets <[email protected]>* Added backers and sponsors on the README
* Re-arrange sections
* Resize AWS logo
6fb4c5efef6a2d5231f7d3e2d40716c2a774ab08 authored over 5 years ago by jess <[email protected]>
* Remove various synchronisations from cuda API calls, instrument monitor
with nvtx profiler ra...
f83e62dca58754d4ad89e76decf7dab2d4bd9ae6 authored over 5 years ago by Philip Hyunsu Cho <[email protected]>
331cd3e4f7c44e5ed4c7eef3097d74c46924f6e7 authored over 5 years ago by Philip Hyunsu Cho <[email protected]>
617f572c0fdab4803b79303ad5c0688b66265e2e authored over 5 years ago by Jiaming Yuan <[email protected]>
20845e8ccf534d47004b3d2b1618f936bed02676 authored over 5 years ago by Philip Hyunsu Cho <[email protected]>
* Allow set the parameter "maxLeaves".
* Add "setMaxLeaves" to XGBoostRegressor.
224786f67f59d0a6ddd8c19c8ddfccf38bf157d5 authored over 5 years ago by Shaochen Shi <[email protected]>* support cuda 10.1
* add cuda 10.1 to jenkins build matrix
9837b09b208f76ef7dc9039d4f0c21b4581f7b24 authored over 5 years ago by Rong Ou <[email protected]>09443604168a3c58c7ff43e92daa163f7a51f686 authored over 5 years ago by Rong Ou <[email protected]>
ac3d03089bd90d81fbb1127da4a60444f493bdca authored over 5 years ago by Christopher Suchanek <[email protected]>
28bd6cde229d5db9d594c798fe22326d2f2fefa1 authored over 5 years ago by Philip Hyunsu Cho <[email protected]>
Minor formatting correction for `num_parallel_tree`.
00ea7b83c93377e53019ab4fcc173f2cc6168ccb authored over 5 years ago by Jonas <[email protected]>67c38805a12804bd5912668b114891737555853e authored over 5 years ago by Philip Hyunsu Cho <[email protected]>
* update version
* bump version
5f34078fba1b489009ed80899961c50229070732 authored over 5 years ago by Nan Zhu <[email protected]>3f83dcd50286d7c8d22e552942bd6572547c32b9 authored over 5 years ago by Philip Hyunsu Cho <[email protected]>
0c1d5f1120c0a159f2567b267f0ec4ffadee00d0 authored over 5 years ago by Adam November <[email protected]>
* Initial commit to support multi-node multi-gpu xgboost using dask
* Fixed NCCL initializati...
92b7577c62a2d069bfa0946bf061cf3df8eabf60 authored over 5 years ago by Matthew Jones <[email protected]>* Fix early stop with xgboost4j-spark
* Update XGBoost.java
* Update XGBoost.java
* Upd...
9fefa2128d79b76d27b5f8935d6fc78ff15ce3a5 authored over 5 years ago by Yanbo Liang <[email protected]>* Add PushCSC for SparsePage.
* Move Push* definitions into cc file.
* Add std:: prefix to `...
* add test_parse_tree.py to tests/python
* Fix formatting
* Fix pylint error
* Ignore '...
74009afcacc8ac567b5f00d6f82736189490cb47 authored over 5 years ago by Patrick Ford <[email protected]>1b7405f688a8b0a02a87d8ac6872668c596c0f83 authored over 5 years ago by Nan Zhu <[email protected]>
dc2add96c59a5aa147169217ef2c6dee63ebad41 authored over 5 years ago by Nan Zhu <[email protected]>
* a few tweaks to speed up data generation
* del variable to save memory
* switch to rando...
8e0a08fbcfd5f409d88faa18ff5337af87db6982 authored over 5 years ago by Rong Ou <[email protected]>Fixes error when copy pasting.
54793544a2df3117c83aecdfbc663fbf960dd686 authored over 5 years ago by Abhai Kollara Dilip <[email protected]>* Revert "Accept numpy array view. (#4147)"
This reverts commit a985a99cf0dacb26a5d734835473d...
2aaae2e7bb1845d7570ee7f256f0731b9048e291 authored over 5 years ago by Philip Hyunsu Cho <[email protected]>* Fix test_gpu_coordinate.
* Use `gpu_coord_descent` in test.
* Reduce number of running rou...