xgboost

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

packager

[CI] Use native arm64 worker in GHAction to build M1 wheel (#10225 )

2024-04-26 10:16:55 -07:00

xgboost

Revamp the rabit implementation. (#10112 )

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

.gitignore

python package refactor into python-package

2015-07-30 22:04:45 -07:00

hatch_build.py

Fix with black 24.1.1. (#10014 )

2024-01-30 17:24:11 +08:00

pyproject.toml

Use dlopen to load NCCL. (#9796 )

2023-11-22 19:27:31 +08:00

README.rst

Fix Python demo and doc. (#4545 )

2019-06-11 08:58:41 +08:00

README.rst

======================
XGBoost Python Package
======================

|PyPI version|

Installation
============

From `PyPI <https://pypi.python.org/pypi/xgboost>`_
---------------------------------------------------

For a stable version, install using ``pip``::

    pip install xgboost

.. |PyPI version| image:: https://badge.fury.io/py/xgboost.svg
   :target: http://badge.fury.io/py/xgboost

For building from source, see `build <https://xgboost.readthedocs.io/en/latest/build.html>`_.