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ncd-covid

Coronavirus (COVID) genetic analysis using Normalized Compression Distance (NCD)

Scientific Basis

https://www.biorxiv.org/content/10.1101/2020.07.22.216242v1

Phylogeny of the COVID-19 Virus SARS-CoV-2 by Compression Paul M B Vitanyi, Rudi L Cilibrasi

The code in this repository was used to make the calculations in the linked article.

Downloading Input Data

To retrieve the input data, there are two places you must download:

MLDSP project data

https://github.com/rudi-cilibrasi/ncd-covid-data

GISAID data

https://www.gisaid.org/ Researchers must register a free account to download the sequences.

to test or use,

extract the .fasta files from both sources listed about into a subdirectory of your choosing and reconfigure the hardcoded paths in this code according to your directory structure. then build and run the executables in numerical order to:

1. build all .fai files from .fasta files using the fastahack package and the
./scripts/make-fais shell script
2. run the `importer` compiled executable
3. run the `cleaner` compiled executable
4. run the `sort-everything` executable
5. choose any of the tree-* compiled executable experiments to run

Building

mkdir build
cd build
cmake ..
make

Data Compressor

Tests run under Ubuntu 20.04

Uses the zpaq (zp) compression utility.

ncd-covid's People

Contributors

rudi-cilibrasi avatar

Stargazers

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