faster-particles

• Toydata generator
• LArCV data interface
• Pixel Proposal Network implementation using Tensorflow

Installation

Dependencies:

• larcv2 and its own dependencies (ROOT, etc) in order to use LArCV data interface.

With Pip [to be released soon]:

pip install faster-particles

You can also clone the source:

git clone https://github.com/Temigo/faster-particles.git
cd faster-particles/bin

Usage

The following assumes either you installed with pip or you are in bin folder. To train PPN on 1000 steps:

ppn train -o output/dir/ -l log/dir/ -d display/dir -n ppn -m 1000

To run inference:

ppn demo weights_file.ckpt -d display/dir/

More options available through ppn train -h and ppn demo -h respectively.

Authors

K.Terao, J.W. Park, L.Domine