Software

 

Computational, Statistical and AI-driven Proteomics

DiNovo

A software system for high-coverage and high-confidence de novo peptide sequencing via mirror proteases and deep learning

DeepDetect

A software tool for prediction of peptide detectabilitues in proteomics using deep learning

DeepDigest

A software tool for prediction of peptide digestibilities in proteomics using deep learning

AP3

A software tool for prediction of peptide detectabilities in proteomics using random forest algorithm

LFAQ

A software tool for prediction of peptide quantitative factors and unbiased label-free absolute protein quantification

PTMiner

A software tool for localization and quality control of protein modifications detected by both open and close search

SAVControl

A software tool for quality control of single amino acid variations detected by tandem mass spectrometry

pMatchGlyco

A software tool for N-Linked glycopeptide identification based on open mass spectral library search

 

Multiple Hypothesis Testing and False Discovery Rate Control

DeepTD

An R package for deep neural network-based feature selection with local false discovery rate estimation

TDfdr

An R package for Local false discovery rate estimation with competition-based procedures for variable selection

TDFDR

An R package for null-free false discovery rate control using decoy permutations for multiple hypothesis testing