PepNovo is a high throughput de novo peptide sequencing tool for tandem mass spectrometry data. PepNovo typically runs in less than 0.2 seconds per spectrum. PepNovo uses a probabilistic network to model the peptide fragmentation events in a mass spectrometer. Registration not required.