Locality-sensitive hashing for mass spectrometry data.
See here for the corresponding publication.
This repository is structured as follows:
.
├── data
│ ├── output_create_synthetics
│ └── output_scalability_study
├── plots
└── src
└── python
├── createSynthetics
├── meta
├── roc
└── scalability
The implementation has been updated and shifted to the proteolizard framework, more precisely the components pyproteolizard-data for data-access and pyproteolizard-algorithm for the LSH. See in the respective repositories for buils instructions.
The data set used is available for download here. Please unzip it into the data folder to ensure reproducible runs of the scripts.