PointNovo

algorithm · CNN + RNN

PointNovo: algorithm · CNN + RNN. Point-set network

Point-set network

Kind	algorithm
Family	CNN + RNN
Deep learning	yes
Acquisition	DDA

Code

• https://github.com/irleader/PointNovo

Live stars, open issues and last-push figures are on the Code activity chart.

Papers

• Computationally instrument-resolution-independent de novo peptide sequencing for high-resolution devices (2021, Nature Machine Intelligence, peer-reviewed)
• Peptide Sequencing with Deep Learning (2020, thesis)

Authors (7)

Rui Qiao, Ngoc Hieu Tran, Lei Xin, Xin Chen, Ming Li, Baozhen Shan, Ali Ghodsi

Seen in the charts

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• Code activity
• Models and the authors behind them

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