# MMLSUM

Minimum Message Length SUbstitution Matrix (modelling evolutionary amino acid interchanges in protein sequences)

### Markov matrix related

- Markov matrix (t=1)
- A stochastic matrix of amino acid conditional probabilities (at 0.01 expected change). Exponentiate this matrix (M^t) to get a stochastic matrix for any time=t.
- Time-dependent 3-state machine transition probabilities
- Associated time-dependent 3-state machine probabilities

### MMLSUM Code and Raw Data

### Converted log-odds integer-valued scoring matrices

(Note: Default gap open/extn penalties derived from inferred Dirichlet distributions are printed in the respective file headers)

- MMLSUM_Expected_Change_10%
- Log-Odds scoring matrix for sequences with expected 10% amino acid change.
- MMLSUM_Expected_Change_20%
- Log-Odds scoring matrix for sequences with expected 20% amino acid change.
- MMLSUM_Expected_Change_30%
- Log-Odds scoring matrix for sequences with expected 30% amino acid change.
- MMLSUM_Expected_Change_40%
- Log-Odds scoring matrix for sequences with expected 40% amino acid change.
- MMLSUM_Expected_Change_50%
- Log-Odds scoring matrix for sequences with expected 50% amino acid change.
- MMLSUM_Expected_Change_60%
- Log-Odds scoring matrix for sequences with expected 60% amino acid change.
- MMLSUM_Expected_Change_70% ---> (Use this for general-purpose)
- Log-Odds scoring matrix for sequences with expected 70% amino acid change.
- MMLSUM_Expected_Change_80%
- Log-Odds scoring matrix for sequences with expected 80% amino acid change.
- MMLSUM_Expected_Change_90%
- Log-Odds scoring matrix for sequences with expected 90% amino acid change.

Download all MMLSUM log-odds matrices (integer and real valued).

### Converted log-odds real-valued scoring matrices

(Note: Default gap open/extn penalties derived from inferred Dirichlet distributions are printed in the respective file headers)

- MMLSUM_Expected_Change_10%
- Log-Odds scoring matrix for sequences with expected 10% amino acid change.
- MMLSUM_Expected_Change_20%
- Log-Odds scoring matrix for sequences with expected 20% amino acid change.
- MMLSUM_Expected_Change_30%
- Log-Odds scoring matrix for sequences with expected 30% amino acid change.
- MMLSUM_Expected_Change_40%
- Log-Odds scoring matrix for sequences with expected 40% amino acid change.
- MMLSUM_Expected_Change_50%
- Log-Odds scoring matrix for sequences with expected 50% amino acid change.
- MMLSUM_Expected_Change_60%
- Log-Odds scoring matrix for sequences with expected 60% amino acid change.
- MMLSUM_Expected_Change_70% ---> (Use this for general-purpose)
- Log-Odds scoring matrix for sequences with expected 70% amino acid change.
- MMLSUM_Expected_Change_80%
- Log-Odds scoring matrix for sequences with expected 80% amino acid change.
- MMLSUM_Expected_Change_90%
- Log-Odds scoring matrix for sequences with expected 90% amino acid change.

Download all MMLSUM log-odds matrices (integer and real valued).

### Supplementary material associated with the MMLSUM's paper:

Download Supplementary Data (gzipped tarball: ~74MB compressed; 210MB uncompressed)