This is the project repository to accompany the article {}. In the article we describe in detail the construction of an emulator built using neural networks to emulate electron-positron annihilation into 5 jets.
Here we provide Python code to replicate our strategy.
FAME requires the following packages to run:
- Python 3.6+
- NJet 2.1.0+
- Other matrix element providers will also work, although we have interfaced with NJet in our examples.
- Clone the repo
- Install with pip:
pip install -e .
- Point to your NJet installation in:
src/fame/utilities/njet_functions.py
An example Jupyter notebook is provided in
src/fame/notebooks/quickstart_notebook.ipynb
which runs through the necessary steps to construct the emulator.
Distributed under the GPLv3 License.