Generating functional protein variants with variational autoencoders | PLOS Computational Biology
Frontiers | Generative Models of Brain Dynamics
Schematic Representation of Several Architectures Used in Protein... | Download Scientific Diagram
Generative Models
Deep generative models of genetic variation capture the effects of mutations | Nature Methods
MOLER Framework. (1) First we describe the generative model. A... | Download Scientific Diagram
The generative capacity of probabilistic protein sequence models | Nature Communications
Enhancing scientific discoveries in molecular biology with deep generative models | Molecular Systems Biology
Inverse molecular design using machine learning: Generative models for matter engineering | Science
From lattice-protein sequence space to inferred Potts model. Protein... | Download Scientific Diagram
Neural networks to learn protein sequence–function relationships from deep mutational scanning data | PNAS
Ig-VAE: Generative modeling of protein structure by direct 3D coordinate generation | PLOS Computational Biology
Background: What is a Generative Model? | Machine Learning | Google Developers
Enhancing scientific discoveries in molecular biology with deep generative models | Molecular Systems Biology
Comparative Study of Deep Generative Models on Chemical Space Coverage | Journal of Chemical Information and Modeling
Learning meaningful representations of protein sequences | Nature Communications
Deep generative models for peptide design - Digital Discovery (RSC Publishing) DOI:10.1039/D1DD00024A
Fold2Seq: A Joint Sequence(1D)-Fold(3D) Embedding-based Generative Model for Protein Design
Generative chemistry: drug discovery with deep learning generative models
Active Site Sequence Representations of Human Kinases Outperform Full Sequence Representations for Affinity Prediction and Inhibitor Generation: 3D Effects in a 1D Model | Journal of Chemical Information and Modeling
SeqGAN: text generation with generative models – KejiTech
Fold2Seq: A Joint Sequence(1D)-Fold(3D) Embedding-based Generative Model for Protein Design | DeepAI
Generative models for molecular discovery: Recent advances and challenges - Bilodeau - 2022 - WIREs Computational Molecular Science - Wiley Online Library
Protein sequence design with deep generative models - ScienceDirect
Generative Adversarial Networks: Build Your First Models – Real Python
