Hendrik/xgboost
1
0
Fork 0
Code Issues Pull Requests Packages Projects Releases Wiki Activity
6,959 Commits 32 Branches 59 Tags
Commit Graph

1560 Commits

Author SHA1 Message Date
Jiaming Yuan
48ac9b6cbe
[coll] Allreduce. (#9679) 2023-10-17 13:57:14 +08:00
Rong Ou
da6803b75b
Support column-wise data split with in-memory inputs (#9628) 
---------

Co-authored-by: Jiaming Yuan <jm.yuan@outlook.com>
 2023-10-17 12:16:39 +08:00
James Lamb
eb562d3829
[CI] address cmakelint warnings about whitespace (#9674) 2023-10-14 12:46:07 +08:00
Jiaming Yuan
53049b16b8
[coll] Broadcast. (#9659) 2023-10-14 09:34:37 +08:00
Philip Hyunsu Cho
a5e07a01f8
[CI] Pull CentOS 7 images from NGC (#9666) 2023-10-13 12:11:54 +08:00
Rong Ou
e164d51c43
Improve allgather functions (#9649) 2023-10-12 23:31:43 +08:00
github-actions[bot]
d1dee4ad99
[CI] Update RAPIDS to latest stable (#9654) 
* [CI] Update RAPIDS to latest stable

* Remove slashes from Docker tag

---------

Co-authored-by: hcho3 <hcho3@users.noreply.github.com>
Co-authored-by: Hyunsu Cho <chohyu01@cs.washington.edu>
 2023-10-11 23:26:09 -07:00
Jiaming Yuan
946ae1c440
[coll] Implement a new tracker and a communicator. (#9650) 
* [coll] Implement a new tracker and a communicator.

The new tracker and communicators communicate through the use of JSON documents. Along
with which, communicators are aware of each other.
 2023-10-12 12:49:16 +08:00
James Lamb
2e42f33fc1
[CI] standardize else() and enfunction() calls in CMake scripts (#9653) 2023-10-12 11:14:19 +08:00
James Lamb
51e32e4905
[CI] add cmakelint to C++ linting task (#9641) 
Co-authored-by: Jiaming Yuan <jm.yuan@outlook.com>
 2023-10-11 16:04:10 +08:00
Rong Ou
0ecb4de963
[breaking] Change DMatrix construction to be distributed (#9623) 
* Change column-split DMatrix construction to be distributed

* remove splitting code for row split
 2023-10-10 23:35:57 +08:00
Jiaming Yuan
b14e535e78
[Coll] Implement get host address in libxgboost. (#9644) 
- Port `xgboost.tracker.get_host_ip` in C++.
 2023-10-10 10:01:14 +08:00
Jiaming Yuan
680d53db43
Extract JSON utils. (#9645) 2023-10-10 07:15:14 +08:00
Jiaming Yuan
4e5a7729c3
Fix lint errors. (#9634) 2023-10-09 19:04:31 +08:00
James Lamb
db8d117f7e
[CI] standardize endif() calls in CMake scripts (#9637) 2023-10-08 11:45:20 +08:00
James Lamb
799f8485e2
[R] [CI] enforce lintr::function_left_parentheses_linter check (#9631) 2023-10-08 09:42:09 +08:00
Jiaming Yuan
60526100e3
Support arrow through pandas ext types. (#9612) 
- Use pandas extension type for pyarrow support.
- Additional support for QDM.
- Additional support for inplace_predict.
 2023-09-28 17:00:16 +08:00
Rong Ou
3f2093fb81
Test monotone constraints with column split (#9613) 2023-09-28 04:54:53 +08:00
Rong Ou
d6d14d0fb9
Integration tests for interaction constraints with column-wise data split (#9611) 2023-09-27 08:27:43 +08:00
Jiaming Yuan
c75a3bc0a9
[breaking] [jvm-packages] Remove rabit check point. (#9599) 
- Add `numBoostedRound` to jvm packages
- Remove rabit checkpoint version.
- Change the starting version of training continuation in JVM [breaking].
- Redefine the checkpoint version policy in jvm package. [breaking]
- Rename the Python check point callback parameter. [breaking]
- Unifies the checkpoint policy between Python and JVM.
 2023-09-26 18:06:34 +08:00
Rong Ou
290b17ffda
Test column sampler with column-wise data split (#9609) 2023-09-26 13:31:23 +08:00
Jiaming Yuan
cac2cd2e94
[R] Set number of threads in demos and tests. (#9591) 
- Restrict the number of threads in IO.
- Specify the number of threads in demos and tests.
- Add helper scripts for checks.
 2023-09-23 21:44:03 +08:00
Rong Ou
def77870f3
Test categorical features with column-split gpu quantile (#9595) 2023-09-23 09:55:09 +08:00
Jiaming Yuan
8c676c889d
Remove internal use of gpu_id. (#9568) 2023-09-20 23:29:51 +08:00
Jiaming Yuan
38ac52dd87
Build a simple event loop for collective. (#9593) 2023-09-20 02:09:07 +08:00
Rong Ou
d8c3cc92ae
More support for column split in gpu predictor (#9562) 2023-09-14 08:13:13 +08:00
Jiaming Yuan
300f9ace06
Fix default metric configuration. (#9575) 2023-09-13 13:05:47 -07:00
Jiaming Yuan
b438d684d2
Utilities and cleanups for socket. (#9576) 
- Use c++-17 nodiscard and nested ns.
- Add bind method to socket.
- Remove rabit parameters.
 2023-09-14 01:41:42 +08:00
Jiaming Yuan
9027686cac
Support pandas 2.1.0. (#9557) 2023-09-11 17:44:51 +08:00
Rong Ou
66a0832778
Add tests for gpu_approx (#9553) 2023-09-07 17:21:58 +08:00
Bobby Wang
6c791b5b47
[pyspark] support gpu transform (#9542) 
---------

Co-authored-by: Jiaming Yuan <jm.yuan@outlook.com>
 2023-09-07 12:15:50 +08:00
Jiaming Yuan
adea842c83
Fix inplace predict with fallback when base margin is used. (#9536) 
- Copy meta info from proxy DMatrix.
- Use `std::call_once` to emit less warnings.
 2023-09-05 01:04:24 +08:00
Rong Ou
c928dd4ff5
Support vertical federated learning with gpu_hist (#9539) 2023-09-03 11:37:11 +08:00
Rong Ou
9bab06cbca
Support column split in gpu hist updater (#9384) 2023-08-31 18:09:35 +08:00
Jiaming Yuan
ccfc90e4c6
[rabit] Improved connection handling. (#9531) 
- Enable timeout.
- Report connection error from the system.
- Handle retry for both tracker connection and peer connection.
 2023-08-30 13:00:04 +08:00
Jiaming Yuan
ddf2e68821
Use the new DeviceOrd in the linalg module. (#9527) 2023-08-29 13:37:29 +08:00
Jiaming Yuan
209335b18c
Remove the deprecated Python rabit module. (#9523) 2023-08-27 03:37:05 +08:00
Jiaming Yuan
972730cde0
Use matrix for gradient. (#9508) 
- Use the `linalg::Matrix` for storing gradients.
- New API for the custom objective.
- Custom objective for multi-class/multi-target is now required to return the correct shape.
- Custom objective for Python can accept arrays with any strides. (row-major, column-major)
 2023-08-24 05:29:52 +08:00
Rong Ou
6103dca0bb
Support column split in GPU evaluate splits (#9511) 2023-08-23 16:33:43 +08:00
Jiaming Yuan
3c09399f29
Fix device dispatch for linear updater. (#9507) 2023-08-23 00:17:35 +08:00
Jiaming Yuan
302bbdc958
mitigate flaky test with distributed l1 error. (#9499) 2023-08-22 13:46:35 +08:00
Jiaming Yuan
044fea1281
Drop support for loading remote files. (#9504) 2023-08-21 23:34:05 +08:00
Jiaming Yuan
e6cf7a1278
Deprecate the command line interface. (#9485) 
---------

Co-authored-by: Philip Hyunsu Cho <chohyu01@cs.washington.edu>
 2023-08-21 06:47:48 +08:00
Jiaming Yuan
db87d481bc
[R] Differentiate dev version with release version. (#9503) 
Use 2.1.0.0 as development version, we will change it to 2.1.0.1 during release.
 2023-08-20 02:58:58 +08:00
Jiaming Yuan
7f29a238e6
Return base score as intercept. (#9486) 2023-08-19 12:28:02 +08:00
Sean Yang
12fe2fc06c
Fix federated learning demos and tests (#9488) 2023-08-16 15:25:05 +08:00
Jiaming Yuan
19b59938b7
Convert input to str for hypothesis note. (#9480) 2023-08-15 02:27:58 +08:00
Jiaming Yuan
05d7000096
Handle special characters in JSON model dump. (#9474) 2023-08-14 15:49:00 +08:00
github-actions[bot]
f03463c45b
[CI] Update RAPIDS to latest stable (#9464) 
* [CI] Update RAPIDS to latest stable

* [CI] Use CMake 3.26.4

---------

Co-authored-by: hcho3 <hcho3@users.noreply.github.com>
Co-authored-by: Hyunsu Philip Cho <chohyu01@cs.washington.edu>
 2023-08-13 18:54:37 -07:00
Jiaming Yuan
801116c307
Test scikit-learn model IO with gblinear. (#9459) 2023-08-13 23:41:49 +08:00