Finetuning and Active Learning
Generate antibodies optimized for a given property
Gruver et al.
Mutate nanobody sequences
Xiong et al.
Finetune REINVENT4 on your SMILES data with multi-stage reinforcement learning
Loeffler et al.
SaProt finetuning
Su et al.
Protein sequence property prediction finetuning
Schmirler et al.
Protein-ligand binding affinity prediction finetuning
Gorantla et al.
ML-assisted Directed Evolution
J. Funk et al.
Finetune generative protein language model
H. Hrbáň and D. Hoksza et al.
Tools for training neural networks on MAVE datasets and running MCMC simulations
Durumeric et al.
Finetune EnzyGen2 on a specific enzyme family
Song et al.
Finetune a dynamics-aware protein language model on your data
Kalifa et al.
Finetune the Boltz-2 affinity head on your protein-ligand binding data
Passaro et al.
Model-guided directed evolution workflow for multi-mutant nomination and assembly design
Tran et al.