FAST-HEP provides tools for analysis of high-energy physics data. It is designed to be used in conjunction SciKit-HEP packages such as uproot and awkward-array and more. On the data processing side it leverages Numba and Cupy to provide fast and efficient implementations of common analysis tasks. For distributed computing, Dask is used as the primary backend.
The meta-package fasthep can be installed via pip or conda:
pip install fasthepby default, this will install only the core packages such as the FAST-HEP CLI and logging packages. To install the full package, including the optional dependencies, use:
pip install fasthep[full]You can also cherry-picker the optional dependencies you want to install:
pip install fasthep[plotting, carpenter, validate]