Jiaming Yuan
e6eefea5e2
[coll] Move the rabit poll helper. ( #10349 )
2024-05-31 08:02:21 +08:00
david-cortes
8998733ef4
[R] Rename BIAS -> (Intercept) ( #10337 )
2024-05-30 19:43:32 +08:00
david-cortes
949f062229
[R] Fix incorrect division of classification/ranking objectives ( #10327 )
2024-05-27 10:27:32 +08:00
david-cortes
b2008773bb
[R] Update docs for custom user functions ( #10328 )
2024-05-27 10:26:34 +08:00
david-cortes
5086decb0c
[R] Reshape predictions for custom eval metric when they are 2D ( #10323 )
2024-05-24 17:28:30 +08:00
Jiaming Yuan
a5a58102e5
Revamp the rabit implementation. ( #10112 )
...
This PR replaces the original RABIT implementation with a new one, which has already been partially merged into XGBoost. The new one features:
- Federated learning for both CPU and GPU.
- NCCL.
- More data types.
- A unified interface for all the underlying implementations.
- Improved timeout handling for both tracker and workers.
- Exhausted tests with metrics (fixed a couple of bugs along the way).
- A reusable tracker for Python and JVM packages.
2024-05-20 11:56:23 +08:00
Jiaming Yuan
3f64b4fde3
[coll] Add global functions. ( #10203 )
2024-04-19 03:17:23 +08:00
Jiaming Yuan
4b10200456
[coll] Improve event loop. ( #10199 )
...
- Add a test for blocking calls.
- Do not require the queue to be empty after waking up; this frees up the thread to answer blocking calls.
- Handle EOF in read.
- Improve the error message in the result. Allow concatenation of multiple results.
2024-04-18 03:29:52 +08:00
david-cortes
bc9ea62ec0
[R] Make xgb.cv work with xgb.DMatrix only, adding support for survival and ranking fields ( #10031 )
...
---------
Co-authored-by: Philip Hyunsu Cho <chohyu01@cs.washington.edu>
2024-03-31 21:53:00 +08:00
Michael Mayer
e0f890ba28
[R] deprecate watchlist ( #10110 )
2024-03-13 17:02:34 +08:00
david-cortes
b023a253b4
[R] Rename watchlist -> evals ( #10032 )
2024-03-10 06:48:06 +08:00
Philip Hyunsu Cho
23a37dcaf9
[CI] Test R package with CMake ( #10087 )
...
* [CI] Test R package with CMake
* Fix
* Fix
* Update test_r_package.py
* Fix CMake flag for R package
* Install system deps
* Fix
* Use sudo
2024-03-04 12:32:44 -08:00
david-cortes
2c12b956da
[R] Refactor callback structure and attributes ( #9957 )
2024-03-01 15:57:47 +08:00
Jiaming Yuan
3941b31ade
Disable column sample by node for the exact tree method. ( #10083 )
2024-03-01 14:16:10 +08:00
Jiaming Yuan
0ce4372bd4
Use UBJSON for serializing splits for vertical data split. ( #10059 )
2024-02-25 00:18:23 +08:00
david-cortes
f7005d32c1
[R] Use inplace predict ( #9829 )
...
---------
Co-authored-by: Hyunsu Cho <chohyu01@cs.washington.edu>
2024-02-24 02:03:54 +08:00
david-cortes
6e3c899ba7
[R] Don't cap global number of threads for serialization ( #10028 )
2024-02-20 11:13:00 +08:00
david-cortes
4de866211d
[R] switch to URI reader ( #10024 )
2024-02-05 05:03:38 +08:00
david-cortes
a730c7e67e
[R] allow using seed with regular RNG ( #10029 )
2024-02-04 16:22:22 +08:00
david-cortes
662854c7d7
[R] Document handling of indexes ( #10019 )
...
---------
Co-authored-by: Jiaming Yuan <jm.yuan@outlook.com>
2024-02-02 05:39:09 +08:00
david-cortes
0955213220
[R] rename proxy dmatrix -> data batch ( #10016 )
2024-01-31 15:43:58 +08:00
david-cortes
1e72dc1276
[R] Add optional check on column names matching in predict ( #10020 )
2024-01-31 15:43:22 +08:00
david-cortes
5e00a71671
[R] rename slice to avoid dplyr conflict ( #10017 )
2024-01-31 05:33:37 +08:00
david-cortes
df7cf744b4
[R] Remove enable_categorical parameter ( #10018 )
2024-01-31 05:17:36 +08:00
david-cortes
3abbbe41ac
[R] Add data iterator, quantile dmatrix, external memory, and missing feature_types ( #9913 )
2024-01-30 19:26:44 +08:00
david-cortes
5062a3ab46
[R] Support booster slicing. ( #9948 )
2024-01-21 05:11:26 +08:00
david-cortes
c5d0608057
[R] Remove parameters and attributes related to ntree and rebase iterationrange ( #9935 )
2024-01-21 00:56:57 +08:00
david-cortes
60b9d2eeb9
[R] Avoid memory copies in predict ( #9902 )
2024-01-21 00:53:18 +08:00
david-cortes
547abb8c12
[R] Remove unusable 'feature_names' argument and make 'model' first argument in inspection functions ( #9939 )
2024-01-15 17:16:30 +08:00
david-cortes
d3a8d284ab
[R] On-demand serialization + standardization of attributes ( #9924 )
...
---------
Co-authored-by: Jiaming Yuan <jm.yuan@outlook.com>
2024-01-11 05:08:42 +08:00
david-cortes
bed0349954
[R] Don't write files to user's directory ( #9966 )
2024-01-09 03:43:48 +08:00
david-cortes
7ff6d44efa
[R] Use R's error stream for printing warnings ( #9965 )
2024-01-09 03:43:21 +08:00
david-cortes
db396ee340
[R] make sure output fits into int32 ( #9949 )
2024-01-04 16:51:22 +08:00
david-cortes
3c004a4145
[R] Add missing DMatrix functions ( #9929 )
...
* `XGDMatrixGetQuantileCut`
* `XGDMatrixNumNonMissing`
* `XGDMatrixGetDataAsCSR`
---------
Co-authored-by: Jiaming Yuan <jm.yuan@outlook.com>
2024-01-03 17:29:21 +08:00
david-cortes
49247458f9
[R] Minor improvements for evaluation printing ( #9940 )
2024-01-03 15:26:55 +08:00
david-cortes
9e33a10202
[R] Replace xgboost() with xgb.train() in most tests and examples ( #9941 )
2024-01-02 21:20:01 +08:00
david-cortes
32cbab1cc0
[R] put 'verbose' in correct argument ( #9942 )
2024-01-02 15:20:51 +08:00
david-cortes
73713de601
[R] rename Quality -> Gain ( #9938 )
2023-12-31 13:01:00 +08:00
david-cortes
8b9c98b65b
[R] Clearer function signatures for S3 methods ( #9937 )
2023-12-31 10:45:04 +08:00
david-cortes
e40c4260ed
[R] Enable 'dot' dump format ( #9930 )
2023-12-30 13:28:27 +08:00
david-cortes
a197899161
[R] avoid leaking exception objects ( #9916 )
2023-12-26 20:29:55 +08:00
Michael Mayer
52620fdb34
[R] Improve more docstrings ( #9919 )
2023-12-26 17:30:13 +08:00
Michael Mayer
b807f3e30c
[R] improve docstrings for "xgb.Booster.R" ( #9906 )
2023-12-21 10:01:30 +08:00
david-cortes
ae32936ba2
[R] Catch C++ exceptions ( #9903 )
2023-12-19 10:45:03 +08:00
david-cortes
ff3d82c006
[R] Refactor field logic for dmatrix ( #9901 )
2023-12-18 20:31:01 +08:00
Jiaming Yuan
1c6e031c75
[R] Fix clang warning. ( #9874 )
2023-12-15 01:30:43 +08:00
david-cortes
cd473c9da3
[R] enable multi-dimensional base_margin ( #9885 )
2023-12-14 09:16:53 +08:00
david-cortes
42173d7bc3
[doc] Clarify the effect of enable_categorical ( #9877 )
2023-12-13 08:39:41 +08:00
david-cortes
ddab49a8be
[doc][R] Update arguments for ellipsis in predict ( #9868 )
2023-12-12 12:13:47 +08:00
Jiaming Yuan
faf0f2df10
Support dataframe data format in native XGBoost. ( #9828 )
...
- Implement a columnar adapter.
- Refactor Python pandas handling code to avoid converting into a single numpy array.
- Add support in R for transforming columns.
- Support R data.frame and factor type.
2023-12-12 09:56:31 +08:00
