For ashanti, or anyone who needs to make a quick similarity matrix out of a FASTA file.
Uses nwalign
for all-by-all pairwise sequence alignment and creates a seaborn clustermap.
pip install seaborn screed nwalign
Here's a publication on scoring matrices: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3848038/