david-cortes
8d0f2bfbaa
[doc] Add more detailed explanations for advanced objectives ( #10283 )
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Co-authored-by: Jiaming Yuan <jm.yuan@outlook.com>
2024-07-08 19:17:31 +08:00
Jiaming Yuan
00264eb72b
[EM] Basic distributed test for external memory. ( #10492 )
2024-07-06 01:15:20 +08:00
Jiaming Yuan
e537b0969f
Fix boolean array for arrow-backed DF. ( #10527 )
2024-07-02 17:02:54 +08:00
Jiaming Yuan
a39fef2c67
[fed] Fixes for the encrypted GRPC backend. ( #10503 )
2024-07-02 15:15:12 +08:00
Jiaming Yuan
e8a962575a
[EM] Allow staging ellpack on host for GPU external memory. ( #10488 )
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- New parameter `on_host`.
- Abstract format creation and stream creation into policy classes.
2024-06-28 04:42:18 +08:00
Jiaming Yuan
824fba783e
Remove support for deprecated format in Python. ( #10490 )
2024-06-27 11:31:53 +08:00
Jiaming Yuan
2d88d17008
Remove deprecated DeviceQuantileDMatrix. ( #10491 )
2024-06-27 11:30:51 +08:00
Philip Hyunsu Cho
9a8bb7d186
Require Pandas 1.2+ ( #10476 )
2024-06-22 14:15:22 -07:00
Philip Hyunsu Cho
bc3747bdce
[CI] Migrate to rockylinux8 / manylinux_2_28_x86_64 ( #10399 )
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* [CI] Migrate to rockylinux8 / manylinux_2_28_x86_64
* Scrub all references to CentOS 7
* Fix
* Remove use of yum
* Use gcc-10 in cpu
* Temporarily disable -Werror
* Use GCC 9 for now
* Roll back gRPC
* Scrub all references to manylinux2014_x86_64
* Revise rename_whl.py to handle no-op rename
* Change JDK_VERSION back to 8
* Reviewer's comment
* Use GCC 10
* Use Spark 3.5.1, same as in pom.xml
* Fix JAR install
2024-06-17 12:07:49 -07:00
Jiaming Yuan
6c83c8c2ef
Allow blocking launch of federated tracker. ( #10414 )
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Co-authored-by: Philip Hyunsu Cho <chohyu01@cs.washington.edu>
2024-06-16 01:43:53 +08:00
Jiaming Yuan
bbff74d2ff
[dask] Workaround the tokenizer by changing the scatter function. ( #10419 )
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Co-authored-by: Philip Hyunsu Cho <chohyu01@cs.washington.edu>
2024-06-15 19:10:00 +08:00
Richard (Rick) Zamora
dc14f98f40
Avoid default tokenization in Dask ( #10398 )
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Co-authored-by: Jiaming Yuan <jm.yuan@outlook.com>
2024-06-14 19:44:54 +08:00
Bobby Wang
cf0c1d0888
[pyspark] Avoid repartition. ( #10408 )
2024-06-12 02:26:10 +08:00
Christopher Tee
e0ebbc0746
[doc] Fix small typos ( #10405 )
2024-06-11 16:13:02 +08:00
Jiaming Yuan
9f6608d6aa
Add python 3.12 classifier. ( #10381 )
2024-06-04 18:02:59 +08:00
Jiaming Yuan
43a57c4a85
Bump development version to 2.2. ( #10376 )
2024-06-04 12:59:16 +08:00
Jiaming Yuan
979e392deb
Fix warnings in GPU dask tests. ( #10358 )
2024-06-04 12:58:58 +08:00
Jiaming Yuan
e6eefea5e2
[coll] Move the rabit poll helper. ( #10349 )
2024-05-31 08:02:21 +08:00
Philip Hyunsu Cho
324f2d4e4a
Handle float128 generically ( #10322 )
2024-05-30 20:14:39 +08:00
Jiaming Yuan
a5a58102e5
Revamp the rabit implementation. ( #10112 )
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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
ba9b4cb1ee
Fix pylint. ( #10296 )
2024-05-17 13:28:39 +08:00
Jiaming Yuan
ca1d04bcb7
Release data in cache. ( #10286 )
2024-05-14 14:20:19 +08:00
Jiaming Yuan
d81e319e78
Fixes for the latest pandas. ( #10266 )
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Co-authored-by: Philip Hyunsu Cho <chohyu01@cs.washington.edu>
2024-05-12 11:15:46 +08:00
Jiaming Yuan
73afef1a6e
Fixes for numpy 2.0. ( #10252 )
2024-05-07 03:54:32 +08:00
Jiaming Yuan
837d44a345
Support more sklearn tags for testing. ( #10230 )
2024-04-29 06:33:23 +08:00
Jiaming Yuan
54754f29dd
[pyspark] Sort workers by task ID. ( #10220 )
2024-04-28 18:05:15 +08:00
Philip Hyunsu Cho
edb945d59b
[CI] Use native arm64 worker in GHAction to build M1 wheel ( #10225 )
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* [CI] Use native arm64 worker in GHAction to build M1 wheel
* Set up Conda
* Use mamba
* debug
* fix
* fix
* fix
* fix
* fix
* Temporarily disable other tests
* Fix prefix
* Use micromamba
* Use conda-incubator/setup-miniconda
* Use mambaforge
* Fix
* Fix prefix
* Don't use deprecated set-output
* Add verbose output from build
* verbose
* Specify arch
* Bump setup-miniconda to v3
* Use Python 3.9
* Restore deleted files
* WAR.
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Co-authored-by: Jiaming Yuan <jm.yuan@outlook.com>
2024-04-26 10:16:55 -07:00
Bobby Wang
8fb05c8c95
[pyspark] support stage-level for yarn/k8s ( #10209 )
2024-04-20 00:24:40 +08:00
Jiaming Yuan
303c603c7d
[pyspark] Reuse the collective communicator. ( #10198 )
2024-04-18 19:09:30 +08:00
github-actions[bot]
2925cebdca
[CI] Use latest RAPIDS; Pandas 2.0 compatibility fix ( #10175 )
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* [CI] Update RAPIDS to latest stable
* [CI] Use rapidsai stable channel; fix syntax errors in Dockerfile.gpu
* Don't combine astype() with loc()
* Work around https://github.com/dmlc/xgboost/issues/10181
* Fix formatting
* Fix test
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Co-authored-by: hcho3 <hcho3@users.noreply.github.com>
Co-authored-by: Hyunsu Cho <chohyu01@cs.washington.edu>
2024-04-15 13:38:53 -07:00
Jiaming Yuan
f0a138f33a
Fix pyspark with verbosity=3. ( #10172 )
2024-04-09 23:18:56 +08:00
Jiaming Yuan
ca4801f81d
Work with IPv6 in the new tracker. ( #10125 )
2024-03-20 05:19:23 +08:00
Jiaming Yuan
e14c3b9325
Optional normalization for learning to rank. ( #10094 )
2024-03-08 12:41:21 +08:00
Bobby Wang
d24df52bb9
[pyspark] rework the log ( #10077 )
2024-02-29 16:47:31 +08:00
Jiaming Yuan
eb281ff9b4
[CI] Fix JVM tests on GH Action ( #10064 )
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Co-authored-by: Hyunsu Cho <chohyu01@cs.washington.edu>
2024-02-22 14:21:32 -08:00
Jiaming Yuan
8ea705e4d5
Support sample weight in sklearn custom objective. ( #10050 )
2024-02-21 00:43:14 +08:00
Jiaming Yuan
69a17d5114
Fix with None input. ( #10052 )
2024-02-20 22:34:22 +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
Jiaming Yuan
54b71c8fba
Fix with black 24.1.1. ( #10014 )
2024-01-30 17:24:11 +08:00
Jiaming Yuan
65d7bf2dfe
Handle np integer in model slice and prediction. ( #10007 )
2024-01-26 04:58:48 +08:00
Jiaming Yuan
d12cc1090a
Refactor tests for training continuation. ( #9997 )
2024-01-24 16:07:19 +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 )
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* 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
fa5e2f6c45
Synthesize the AMES housing dataset for tests. ( #9963 )
2024-01-09 00:54:23 +08:00
Jiaming Yuan
38dd91f491
Save model in ubj as the default. ( #9947 )
2024-01-05 17:53:36 +08:00
Jiaming Yuan
621348abb3
Fix multi-output with alternating strategies. ( #9933 )
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Co-authored-by: Philip Hyunsu Cho <chohyu01@cs.washington.edu>
2024-01-04 16:41:13 +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
9f73127a23
Cleanup Python GPU tests. ( #9934 )
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* Cleanup Python GPU tests.
- Remove the use of `gpu_hist` and `gpu_id` in cudf/cupy tests.
- Move base margin test into the testing directory.
2024-01-04 13:15:18 +08:00
Jiaming Yuan
0edd600f3d
[doc] Brief introduction to base_score. ( #9882 )
2023-12-17 13:34:34 +08:00
