Philip Hyunsu Cho
f2095f1d5b
[Doc] Fix formatting for R package doc ( #10030 )
2024-02-04 16:23:35 +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
Ammar Azman
c53d59f8db
[doc] Fix typos in code ( #10023 )
...
change `resutls` to `results`
2024-01-31 15:18:16 +08:00
UncleLLD
d9f4ab557a
[doc] Fix data format ( #10013 )
2024-01-30 17:24:43 +08:00
Jiaming Yuan
0798e36d73
[breaking] Remove deprecated parameters in the skl interface. ( #9986 )
2024-01-15 20:40:05 +08:00
Jiaming Yuan
01c4711556
Check __cuda_array_interface__ instead of cupy class. ( #9971 )
...
* Now XGBoost can directly consume CUDA data from torch.
2024-01-09 19:59:01 +08:00
Jiaming Yuan
b3eb5d0945
Use UBJ in Python checkpoint. ( #9958 )
2024-01-09 03:22:15 +08:00
Jiaming Yuan
9a30bdd313
Test loading models with invalid file extensions. ( #9955 )
2024-01-08 19:26:24 +08:00
Jiaming Yuan
5f7b5a6921
Add tests for pickling with custom obj and metric. ( #9943 )
2024-01-04 14:52:48 +08:00
Jiaming Yuan
26a5436a65
[doc] Describe feature info behavior. [skip ci] ( #9866 )
2024-01-04 14:52:19 +08:00
Philip Hyunsu Cho
ef8bdaa047
[CI] Update machine images ( #9932 )
2023-12-29 11:15:38 -08:00
Jiaming Yuan
9d122293bc
[doc] Fix typo. [skip ci] ( #9904 )
2023-12-20 09:17:00 +08:00
Jiaming Yuan
0edd600f3d
[doc] Brief introduction to base_score. ( #9882 )
2023-12-17 13:34:34 +08:00
david-cortes
db7f952ed6
update docs for parameters ( #9900 )
2023-12-16 12:19:22 +08:00
Jiaming Yuan
59684b2db6
[doc] Draft for language binding consistency. [skip ci] ( #9755 )
2023-11-29 13:13:40 +08:00
Jiaming Yuan
0715ab3c10
Use dlopen to load NCCL. ( #9796 )
...
This PR adds optional support for loading nccl with `dlopen` as an alternative of compile time linking. This is to address the size bloat issue with the PyPI binary release.
- Add CMake option to load `nccl` at runtime.
- Add an NCCL stub.
After this, `nccl` will be fetched from PyPI when using pip to install XGBoost, either by a user or by `pyproject.toml`. Others who want to link the nccl at compile time can continue to do so without any change.
At the moment, this is Linux only since we only support MNMG on Linux.
2023-11-22 19:27:31 +08:00
Bobby Wang
178cfe70a8
[pyspark][doc] Test and doc for stage-level scheduling. ( #9786 )
2023-11-16 18:15:59 +08:00
Ken Geis
162da7b52b
fix typo in Parameters doc ( #9781 )
2023-11-13 03:09:06 +08:00
Jiaming Yuan
82828621d0
[doc] Add doc for linters and simplify c++ lint script. ( #9750 )
2023-11-07 05:03:30 +08:00
Jiaming Yuan
98238d63fa
[dask] Change document to avoid using default import. ( #9742 )
...
This aligns dask with pyspark, users need to explicitly call:
```
from xgboost.dask import DaskXGBClassifier
from xgboost import dask as dxgb
```
In future releases, we might stop using the default import and remove the lazy loader.
2023-11-07 02:44:39 +08:00
Bobby Wang
093b675838
[Doc] update the tutorial of xgboost4j-spark-gpu ( #9752 )
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---------
Co-authored-by: Jiaming Yuan <jm.yuan@outlook.com>
2023-11-03 18:19:28 +08:00
Bobby Wang
fa65cf6646
[doc] How to configure regarding to stage-level ( #9727 )
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---------
Co-authored-by: Jiaming Yuan <jm.yuan@outlook.com>
2023-10-31 01:28:34 +08:00
omahs
2cfc90e8db
Fix typos ( #9731 )
2023-10-30 16:52:12 +08:00
Jiaming Yuan
3ca06ac51e
[doc] Mention data consistency for categorical features. ( #9678 )
2023-10-24 10:11:33 +08:00
Thomas Lynn
83191f0839
Update learning_to_rank.rst; Correct qid sort in snippet ( #9673 )
2023-10-14 16:38:58 +08:00
Jiaming Yuan
cd8760cba3
[doc] Update document about running tests. [skip ci] ( #9658 )
2023-10-13 09:07:01 +08:00
Jordan Fréry
295f13ef09
Add privacy preserving tutorial to index.rst ( #9614 )
2023-09-28 18:53:29 +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
Jordan Fréry
7cafd41a58
[doc] Add privacy preserving tutorial ( #9610 )
2023-09-28 02:50:01 +08:00
Benoit Chevallier-Mames
7901a299b2
[doc] Add privacy-preserving Concrete ML links ( #9598 ) ( #9604 )
2023-09-26 15:33:11 +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
Ikko Eltociear Ashimine
f90d034a86
[doc] Fix typo in python_packaging.rst ( #9573 )
2023-09-12 20:53:07 +08:00
Jiaming Yuan
3c09399f29
Fix device dispatch for linear updater. ( #9507 )
2023-08-23 00:17:35 +08:00
Jiaming Yuan
044fea1281
Drop support for loading remote files. ( #9504 )
2023-08-21 23:34:05 +08:00
Thomas Zeger
b74802dea9
Fix safe_xgboost macro on c++ ( #9501 )
2023-08-18 04:36:06 +08:00
Jiaming Yuan
b2e93d2742
[doc] Quick note for the device parameter. [skip ci] ( #9483 )
2023-08-16 13:35:55 +08:00
Jiaming Yuan
fd4335d0bf
[doc] Document the current status of some features. ( #9469 )
2023-08-13 23:42:27 +08:00
James Lamb
9dbb71490c
[Doc] fix typos in documentation ( #9458 )
2023-08-10 19:26:36 +08:00
Jiaming Yuan
1caa93221a
Use realloc for histogram cache and expose the cache limit. ( #9455 )
2023-08-10 14:05:27 +08:00
Jiaming Yuan
f05a23b41c
Use weakref instead of id for DataIter cache. ( #9445 )
...
- Fix case where Python reuses id from freed objects.
- Small optimization to column matrix with QDM by using `realloc` instead of copying data.
2023-08-10 00:40:06 +08:00
joshbrowning2358
7f854848d3
Update R docs based on deprecated parameters/behaviour ( #9437 )
2023-08-09 17:04:28 +08:00
Philip Hyunsu Cho
1aabc690ec
[Doc] Clarify the output behavior of reg:logistic ( #9435 )
2023-08-03 20:42:07 -07:00
Jiaming Yuan
912e341d57
Initial GPU support for the approx tree method. ( #9414 )
2023-07-31 15:50:28 +08:00
Nicholas Hilton
54579da4d7
[doc] Fix typo in prediction.rst ( #9415 )
...
Typo for `pred_contribs` and `pred_interactions`
2023-07-26 07:03:04 +08:00
Jiaming Yuan
851cba931e
Define best_iteration only if early stopping is used. ( #9403 )
...
* Define `best_iteration` only if early stopping is used.
This is the behavior specified by the document but not honored in the actual code.
- Don't set the attributes if there's no early stopping.
- Clean up the code for callbacks, and replace assertions with proper exceptions.
- Assign the attributes when early stopping `save_best` is used.
- Turn the attributes into Python properties.
---------
Co-authored-by: Philip Hyunsu Cho <chohyu01@cs.washington.edu>
2023-07-24 12:43:35 +08:00
Jiaming Yuan
275da176ba
Document for device ordinal. ( #9398 )
...
- Rewrite GPU demos. notebook is converted to script to avoid committing additional png plots.
- Add GPU demos into the sphinx gallery.
- Add RMM demos into the sphinx gallery.
- Test for firing threads with different device ordinals.
2023-07-22 15:26:29 +08:00
Jiaming Yuan
6e18d3a290
[pyspark] Handle the device parameter in pyspark. ( #9390 )
...
- Handle the new `device` parameter in PySpark.
- Deprecate the old `use_gpu` parameter.
2023-07-18 08:47:03 +08:00
Jiaming Yuan
f4fb2be101
[jvm-packages] Add the new device parameter. ( #9385 )
2023-07-17 18:40:39 +08:00
Jiaming Yuan
16eb41936d
Handle the new device parameter in dask and demos. ( #9386 )
...
* Handle the new `device` parameter in dask and demos.
- Check no ordinal is specified in the dask interface.
- Update demos.
- Update dask doc.
- Update the condition for QDM.
2023-07-15 19:11:20 +08:00
