RESOURCES

Bioinformatics tools, software, and resources developed by ZLab

01 · Integrated ML Tools

iFeatureOmega

Feature extraction and selection from protein and peptide sequences.

an integrated platform and meta-learner for feature engineering, machine-learning analysis and modeling of DNA, RNA and protein sequence data.

02 · Protein PTM prediction

A structure-aware model for lysine β-hydroxybutyrylation prediction.

Deep learning model for six rice protein lysine acylation (PLA) sites prediction.

Deep learning model for multiple plant PTM sites prediction.

Deep learning model for plant lactylation site prediction.

03 · Protein design

A simplified AI-dirven framework for in silico protein evolution.

An efficient structure-based enzyme discovery toolkit.