Generative Adversarial Networks: Build Your First Models – Real Python
Schematic Representation of Several Architectures Used in Protein... | Download Scientific Diagram
Deep generative models of genetic variation capture the effects of mutations | Nature Methods
Efficient generative modeling of protein sequences using simple autoregressive models | Nature Communications
Flow-based Deep Generative Models | Lil'Log
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
Learning meaningful representations of protein sequences | Nature Communications
Fold2Seq: A Joint Sequence(1D)-Fold(3D) Embedding-based Generative Model for Protein Design | DeepAI
What are Diffusion Models? | Lil'Log
Generating functional protein variants with variational autoencoders | PLOS Computational Biology
Inverse molecular design using machine learning: Generative models for matter engineering | Science
Enhancing scientific discoveries in molecular biology with deep generative models | Molecular Systems Biology
Frontiers | Generative Models of Brain Dynamics
Inverse molecular design using machine learning: Generative models for matter engineering | Science
Fold2Seq: A Joint Sequence(1D)-Fold(3D) Embedding-based Generative Model for Protein Design
Protein sequence design with deep generative models - ScienceDirect
Generative Models
Neural networks to learn protein sequence–function relationships from deep mutational scanning data | PNAS
Molecular generative model based on conditional variational autoencoder for de novo molecular design | Journal of Cheminformatics | Full Text
Background: What is a Generative Model? | Machine Learning | Google Developers
Protein sequence design with deep generative models - ScienceDirect
Shape-Based Generative Modeling for de Novo Drug Design | Journal of Chemical Information and Modeling
MOLER Framework. (1) First we describe the generative model. A... | Download Scientific Diagram
SeqMed: Recommending Medication Combination with Sequence Generative Adversarial Nets | Semantic Scholar
Generative models for molecular discovery: Recent advances and challenges - Bilodeau - 2022 - WIREs Computational Molecular Science - Wiley Online Library
