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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
* Unused code.
* Split up old colmaker parameters from train param.
* Fix dart.
* B...
f3d78778026145d8d7e8826b7cb2e0cd3e9ac854 authored almost 5 years ago by Jiaming Yuan <[email protected]>ced3660f60e943a84131b93d43d49e4a5ce0c80a authored almost 5 years ago by Jiaming Yuan <[email protected]>
* Remove `learning_rates`.
It's been deprecated since we have callback.
* Set `before_iter...
298ebe68ac2cc87382c4263f45d4020af660e2cf authored almost 5 years ago by Jiaming Yuan <[email protected]>73b1bd27899e35ff57f5aca33f1685ea6db10f31 authored almost 5 years ago by Jiaming Yuan <[email protected]>
0202e04a8e51d080d9804190e276139ca732a9f0 authored almost 5 years ago by Jiaming Yuan <[email protected]>
1d0ca49761d6a7dace5aec6af80c4aef7367fc2f authored almost 5 years ago by Jiaming Yuan <[email protected]>
* Brief introduction to `DaskDMatrix`.
* Add xgboost.dask.train to API doc
a4b929385e212df98401820cc93bbc7cd5857df5 authored almost 5 years ago by Jiaming Yuan <[email protected]>c8bdb652c4d3c3caa55daba9f467413979b741a7 authored almost 5 years ago by Jiaming Yuan <[email protected]>
3d04a8cc9737fcf1dceaf36134f5347d9c5d3525 authored almost 5 years ago by Rory Mitchell <[email protected]>
* Update Jenkins script.
b9157887080963cc92f03202087df6a121a45f57 authored almost 5 years ago by Jiaming Yuan <[email protected]>74f545bde302ca733d345e30413b6956307d5e9c authored almost 5 years ago by Philip Hyunsu Cho <[email protected]>
https://stackoverflow.com/questions/32433458/how-to-specify-train-and-test-indices-for-xgb-cv-in...
e521bb6f839e96517224dd115917681b1ecde2b5 authored almost 5 years ago by Jiaming Yuan <[email protected]>* Fix scala style check
* fix messed unit test
37fdfa03f86bd4bfb8b954e7bb2d4086bd43ce8b authored almost 5 years ago by Philip Hyunsu Cho <[email protected]>* Allow for bypassing spark missing value check
* Update documentation for dealing with missi...
bc9d88259f0554cc5df90ad512954e05c7b2088e authored almost 5 years ago by cpfarrell <[email protected]>27b3646d291aba628b330e93f4464ed1090acd71 authored almost 5 years ago by Jiaming Yuan <[email protected]>
* Handle it in R instead.
63ffd2f686e74686eae0e026188e4d4a2c104550 authored almost 5 years ago by Jiaming Yuan <[email protected]>2fdb34ed2ea5fbe4d690332d4658cc34260c0edc authored almost 5 years ago by Jiaming Yuan <[email protected]>
* Add saving/loading JSON configuration.
* Implement Python pickle interface with new IO routin...
5aa007d7b2111e5c217cdc97274bbac80c5c021b authored almost 5 years ago by Rory Mitchell <[email protected]>
* Naming consistency.
* Remove duplicated test.
ad4a1c732cfad6d6dc5be012145a2dac37413cc7 authored almost 5 years ago by Jiaming Yuan <[email protected]>208ab3b1ff22ac2d5d767961468016a17240268c authored almost 5 years ago by Jiaming Yuan <[email protected]>
c7cc657a4d062dbe637835d2c70095bb2b4e609b authored almost 5 years ago by Rory Mitchell <[email protected]>
* Pass pointer to model parameters.
This PR de-duplicates most of the model parameters except...
e089e16e3da6637c5374eb1e2e0a3b9fd92907ba authored almost 5 years ago by Jiaming Yuan <[email protected]>979f74d51a45235b43abf38bd42c886a099a3799 authored almost 5 years ago by Rory Mitchell <[email protected]>
1cb6bcc382476161ee9292732cbd6f4c5011fe18 authored almost 5 years ago by Jiaming Yuan <[email protected]>
b1789b0346c2b94d2635a8ec32702661b581710f authored almost 5 years ago by Egor Smirnov <[email protected]>
38763aa4fabe2897d1babb0cfacf8b0337986c46 authored almost 5 years ago by Jiaming Yuan <[email protected]>
* Hack for saving GPU ID.
* Declare prediction cache on GBTree.
* Add a simple test.
* ...
608ebbe4440d59eac63e3ae4ebee52788c4d694b authored almost 5 years ago by Jiaming Yuan <[email protected]>* Implement JSON IO for updaters.
* Remove parameters in split evaluator.
7ef5b780033c309cad366fc679dfa1b9cf700d4e authored almost 5 years ago by Jiaming Yuan <[email protected]>* Add fixed size stream for reading model stream.
* Add file extension.
64af1ecf863be0fdfd52229d610852c99f9845ac authored almost 5 years ago by Jiaming Yuan <[email protected]>
* Allow using right child as marker for Exact tree_method.
f3d85367028c4f737bbe01453c097b269ec8f4d5 authored almost 5 years ago by Jiaming Yuan <[email protected]>df9bdbbcb9713389759293a67e225b0985a52346 authored almost 5 years ago by Jiaming Yuan <[email protected]>
f5e13dcb9bef4db6c7b8e84e2c53092bbd2bff91 authored almost 5 years ago by Jiaming Yuan <[email protected]>
* Fix parsing empty object.
f0ca53d9ec86465dc447c02aafd9291de008edbd authored almost 5 years ago by Jiaming Yuan <[email protected]>
* Update build script.
* Update build doc.
* Use external data adapters as lightweight intermediate layer between external data and DMatrix
e3c34c79be05f7833f8fb0228f28745d224d61bc authored almost 5 years ago by Rory Mitchell <[email protected]>This PR fixes tree weights in dart being ignored when computing contributions.
* Fix ellpack ...
f2277e71062bfe0944e0c9f55f58dd54afd5bfca authored almost 5 years ago by Kodi Arfer <[email protected]>64f4361b47f420304483235d20f78c7c8ac9974a authored almost 5 years ago by Philip Hyunsu Cho <[email protected]>
* Support dask dataframe as y for classifier.
* Lint.
761e938dbefaeff1873114f44f790344f6ab67d2 authored almost 5 years ago by Jiaming Yuan <[email protected]>Co-Authored-By: Jiaming Yuan <[email protected]>
b9dbfe0931dace71ad3e9486dfce6340027b6f63 authored almost 5 years ago by yage <[email protected]>9f52e834dca67fe19e6d5933f8bbcf21fd7e2c7f authored almost 5 years ago by Jiaming Yuan <[email protected]>
- Install wget explicitly to match openssl.
- Install CMake explicitly.
- Use newer miniconda ...
04c640f562251d5719882efc1d5f706b05c737a2 authored almost 5 years ago by Jiaming Yuan <[email protected]>
a4f5c862760029c24a5ba29b2a2ef4787058856c authored almost 5 years ago by Jiaming Yuan <[email protected]>
4d2779663e495820b90c46e92ec0082071ada016 authored almost 5 years ago by Philip Hyunsu Cho <[email protected]>
98b051269b0c78804530d57a71c3ae7cacb333b8 authored almost 5 years ago by Jiaming Yuan <[email protected]>
* Add memory usage demo
* Update documentation
e67388fb8fdef34d00de3d1ebaf34a1607468a64 authored almost 5 years ago by Rory Mitchell <[email protected]>* Initial external memory training support for GPU Hist tree method.
0afcc55d98477cf58d2c5409214018ad5c63f30e authored almost 5 years ago by Rong Ou <[email protected]>* Extract interaction constraints from split evaluator.
The reason for doing so is mostly ...
97abcc7ee2a67194916fb1be17e55a29ca11ea57 authored almost 5 years ago by Jiaming Yuan <[email protected]>886bf93ba4cde4b008ba481e9c288551d1876333 authored almost 5 years ago by Sebastian <[email protected]>
* allow timeout to 0 to eanble immediate exit
* disable duplicated signature check, overwrite...
493ad834a1102fcf355a250a3bd08937066cda08 authored almost 5 years ago by Chen Qin <[email protected]>
* - ndcg ltr implementation on gpu
- this is a follow-up to the pairwise ltr implementation
* Revert " Optimize ‘hist’ for multi-core CPU (#4529)"
This reverts commit 4d6590be3c9a043d44...
f4e7b707c92ea5aec0a0611dc878937bc2855a63 authored almost 5 years ago by Philip Hyunsu Cho <[email protected]>* add unittests
* Expose RabitAllGatherRing and RabitGetRingPrevRank
* Enabled TCP_NODELAY...
1907b25cd07bf4e33fd5fb3be4cd9da0637d9c20 authored almost 5 years ago by nateagr <[email protected]>* Improve operation efficiency for single predict
1733c9e8f79f9986bcc0886a7645f5849bf76277 authored almost 5 years ago by KaiJin Ji <[email protected]>374648c21aa1212c17af0e6299bb13474da3e49f authored almost 5 years ago by mitama <[email protected]>
This makes GPU Hist robust in distributed environment as some workers might not
be associated w...
807a244517f0fbba572dbf2dd076378b8e283245 authored almost 5 years ago by Christopher Cowden <[email protected]>
90e22393722318700c1406650fe38468f87cdcb8 authored almost 5 years ago by Jiaming Yuan <[email protected]>
* [phase 1] expose sets of rabit configurations to spark layer
* add back mutable import
*...
b29b8c2f34cd0be58e8cadd9bb388e85898d4ae4 authored almost 5 years ago by Chen Qin <[email protected]>a37691428f4cde9492b1316ffd86529c0b87229f authored almost 5 years ago by Philip Hyunsu Cho <[email protected]>
6fac40cfb46efb0575fbefaec4cc4c8a7fb6aa89 authored almost 5 years ago by Jiaming Yuan <[email protected]>
755a6062018f997ef163d9fd7e11e71575b47676 authored almost 5 years ago by Jiaming Yuan <[email protected]>
* Move `GetColDensity` out of omp parallel block.
6ec7e300bd704e0c4ed84b005dfc82d844787ba4 authored almost 5 years ago by Jiaming Yuan <[email protected]>96cd7ec2bbdec1addf81b1ca2adb13c9155e32f3 authored almost 5 years ago by Philip Hyunsu Cho <[email protected]>
* Do not store built artifacts in the Jenkins master
* Add wheel renaming script
* Upload ...
da6e74f7bb7727ae60b37b1dc6f86ef98d350887 authored almost 5 years ago by Philip Hyunsu Cho <[email protected]>* Use `UpdateAllowUnknown' for non-model related parameter.
Model parameter can not pack an a...
ac457c56a2577419f44e98fc710175b9bf2ac1b3 authored almost 5 years ago by Jiaming Yuan <[email protected]>* Avoid writing build_config.h
* Remove build_config.h all together.
* Lint.
f24be2efb479872da2613b40fbf04a77f961d250 authored almost 5 years ago by Jiaming Yuan <[email protected]>
* add ellpack source
* add batch param
* extract function to parse cache info
* construct ell...
* - pairwise ranking objective implementation on gpu
- there are couple of more algorithms (...
* Use CMake config file for representing version.
* Generate c and Python version file with C...
5620322a48a410adcfa97b25a79425422ea7da45 authored almost 5 years ago by Jiaming Yuan <[email protected]>2f253471680f1bdafc1dfa17395ca0f309fe96de authored almost 5 years ago by Chen Qin <[email protected]>
* Fix loading text data.
* Fix config regex.
* Try to explain the error better in exception.
...
* Remove version spec, to use latest dask always
95295ce026baa757275a2eb6fd9a20a6c87b5847 authored almost 5 years ago by Philip Hyunsu Cho <[email protected]>* Update lint configuration
* Use gcc 8 consistently in build instruction
741fbf47c456b7844d3f98087ad5a580073fa347 authored almost 5 years ago by Philip Hyunsu Cho <[email protected]>4771bb0d4118c35943ddba5874aaaa5c26355de6 authored almost 5 years ago by Jiaming Yuan <[email protected]>
This reverts commit 86ed01c4bbecef66e1bc4d02fb13116bd6130fae.
010b8f1428a3302d7500e7adfd933ba1d00b5f5c authored about 5 years ago by Jiaming Yuan <[email protected]>* Expose sets of rabit configurations to spark layer
86ed01c4bbecef66e1bc4d02fb13116bd6130fae authored about 5 years ago by Chen Qin <[email protected]>31030a8d3afc8780f542e3dfe43bd588cbdb7fa2 authored about 5 years ago by Jiaming Yuan <[email protected]>
* Apply Configurable to objective functions.
* Apply Model to Learner and Regtree, gbm.
* Ad...
9fc681001a856e02141c4379cdd862210d6c8477 authored about 5 years ago by Jiaming Yuan <[email protected]>
a78d4e7aa8d0410d832a67d86a2a1156dc91a32d authored about 5 years ago by Jacob Kim <[email protected]>
60748b207124e9dcd5bdca62593cb3368ea10dc0 authored about 5 years ago by Rory Mitchell <[email protected]>
* throw dmlc::Error handled by xgboost jni
d22e0809a890ce0bc7af8d76c3c504b333d62f49 authored about 5 years ago by Chen Qin <[email protected]>185e3f19169d79b0910b848de5fe8055434e675e authored about 5 years ago by Jiaming Yuan <[email protected]>
* Fix compilation failure on Windows
* Fix lint
33dbc10aabccce228d700bd270afbd531eb88a90 authored about 5 years ago by Philip Hyunsu Cho <[email protected]>* Don't set_params at the end of set_state.
* Also fix another issue found in dask prediction...
7e72a12871eaa0ebc46e863dabe8657e3f0557ad authored about 5 years ago by Jiaming Yuan <[email protected]>* Fix dask prediction.
* Add better error messages for wrong partition.
2ebdec8aa66f67c886e445ee278940c5a1a586dc authored about 5 years ago by Jiaming Yuan <[email protected]>* Use `size_t' for index_type. Add `front' and `back'.
* Remove a batch of `static_cast'.
b61d53447203ca7a321d72f6bdd3f553a3aa06c4 authored about 5 years ago by Jiaming Yuan <[email protected]>8e2c201d2333a0346ccb6fc87f6fa2bec512d293 authored about 5 years ago by Chen Qin <[email protected]>
a9053aff83173580e9c22b00f4fdd0c57a5bd9bb authored about 5 years ago by Peter Badida <[email protected]>
0e0849fa1eb99890524b692c679dfb54d7bee781 authored about 5 years ago by Jiaming Yuan <[email protected]>
ed9328ceae82d3a1078d46057a7e8c7dde249186 authored about 5 years ago by Jiaming Yuan <[email protected]>
* Better error message for wrong type.
* Fix stride size.
05d4751540d255e06a9f5c78efc88de49ce4c373 authored about 5 years ago by Yuan Tang <[email protected]>
08ff510e484f180d53cebb9ec637c509ff48b165 authored about 5 years ago by Yuan Tang <[email protected]>
* Don't assert buffer size.
6dab74689cd5ae6bc94020b29a88691819eeebdb authored about 5 years ago by Jiaming Yuan <[email protected]>f7487e4c2acea0bc636425b94ea584153e9b9492 authored about 5 years ago by Philip Hyunsu Cho <[email protected]>
5b4f28cc463dabe129763db6ff7fa01aaf2ee629 authored about 5 years ago by Philip Hyunsu Cho <[email protected]>