History

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

buildkite

[CI] Update machine images (#10201 )

2024-04-17 19:15:06 -07:00

ci_build

Revamp the rabit implementation. (#10112 )

2024-05-20 11:56:23 +08:00

cli

Fix data loading (#4862 )

2019-10-22 12:33:14 -04:00

cpp

Revamp the rabit implementation. (#10112 )

2024-05-20 11:56:23 +08:00

python

Revamp the rabit implementation. (#10112 )

2024-05-20 11:56:23 +08:00

python-gpu

Fixes for numpy 2.0. (#10252 )

2024-05-07 03:54:32 +08:00

python-sycl

Add support inference on SYCL devices (#9800 )

2023-12-04 16:15:57 +08:00

test_distributed

Fixes for numpy 2.0. (#10252 )

2024-05-07 03:54:32 +08:00

pytest.ini

Use in-memory communicator to test quantile (#8710 )

2023-01-27 23:28:28 +08:00

README.md

Remove benchmark scripts. (#9992 )

2024-01-17 13:19:34 +08:00

README.md

This folder contains test cases for XGBoost c++ core, Python package and some other CI facilities.

Directories

ci_build: Test facilities for Jenkins CI and GitHub action.
cli: Basic test for command line executable xgboost. Most of the other command line specific tests are in Python test test_cli.py.
cpp: Tests for C++ core, using Google test framework.
python: Tests for Python package, demonstrations and CLI. For how to setup the dependencies for tests, see conda files in ci_build.
python-gpu: Similar to python tests, but for GPU.
travis: CI facilities for Travis.
test_distributed: Test for distributed systems including spark and dask.

Others

pytest.ini: Describes the pytest marker for python tests, some markers are generated by conftest.py file.