Software

Open-source tools for generative modeling of biological data and biodesign. All code on GitHub.

megaDNA

Generative model

A long-context language model for deciphering and generating bacteriophage genomes. Trained on phage genomes for zero-shot prediction and de novo genome design.

Riboformer

Deep learning

A deep learning framework for predicting context-dependent translation dynamics from ribosome profiling data.

PlasmidGPT

Generative model

A generative language model for plasmid sequences. Supports de novo plasmid design, embeddings, and sequence annotation.

EcoVAE

Generative model

A generative deep learning approach for global species distribution prediction, learning species interactions.

TXpredict

Prediction

Predicting microbial transcriptome directly from genome sequence using protein language model embeddings.