Minimal heavy ion physics environment for Machine Learning
To install:
pip install hipe4ml
Mac OS X users: the latest XGBoost version will require OpenMP installed. One easy way of getting it is using brew:
brew install libomp
If you use this package for your analysis please consider citing it! You can use the following reference.
https://doi.org/10.5281/zenodo.5070131
To install the in-development package, from the repository base directory:
pip install -e .[dev]
If you have Pylint and Flake8 on your development machine, you can run tests locally by using:
tests/run_tests.sh
in the repository base directory.
If you want to get familiar with hipe4ml, the following tutorials are available:
Type | Link |
---|---|
Binary classifier | |
Multiclass classifier |