/awesome-protein-design

A curated list of awesome protein design research, software and resources.

awesome-protein-design

A curated list of awesome protein design research, software and resources.

Research articles

Low-N protein engineering with data-efficient deep learning

Efficient Exploration of Sequence Space by Sequence-Guided Protein Engineering and Design

Protein design via deep learning

Generating functional protein variants with variational autoencoders

How Deep Learning Tools Can Help Protein Engineers Find Good Sequences

Efficient generative modeling of protein sequences using simple autoregressive models

Machine learning to navigate fitness landscapes for protein engineering

Advances in machine learning for directed evolution

Deep Learning in Protein Structural Modeling and Design