alegendaryfish/CodonTranslator

Actively maintainedby alegendaryfish01updated 1 month ago

CodonTranslator is a protein-conditioned codon sequence generation model trained on the representative-only data_v3 release.

README

license: mit libraryname: pytorch tags: biology dna codon-optimization protein-conditioned-generation fsdp datasets: alegendaryfish/CodonTranslator-data CodonTranslator CodonTranslator is a protein-conditioned codon sequence generation model trained on the representative-only datav3 release. This repository is the public model and training-code release. It contains: finalmodel/: inference-ready weights src/, train.py, sampling.py: training and inference code resplitdatav3.py: the datav3…

Source attribution

  • HuggingFacealegendaryfish/CodonTranslator

Related resources

This model is a BERT-like sequence classifier for 221 human protein drug targets, fine-tuned from gbyuvd/chemselfies-base-bertmlm on a dataset derived ChemBL34 (Zdrazil et al. 2023). It predicts potential drug targets using chemical structures represented as SELFIES (Self-Referencing Embedded…

91 year ago
Python

# InstaNovo: De novo Peptide Sequencing Model ## Model Description

352 weeks ago

# InstaNovo: De novo Peptide Sequencing Model ## Model Description

362 weeks ago

# ModernGENA base ModernGENA is a DNA foundation model based on ModernBERT (a modernized BERT-style encoder architecture) adapted for genomic sequence modeling. ModernGENA base is the 377M-parameter version introduced in the paper Back to BERT in 2026: ModernGENA as a Strong, Efficient Baseline for…

4951 month ago

# GPN trained on Arabidopsis thaliana and 7 other Brassicales See https://github.com/songlab-cal/gpn for more details.

4791 year ago
Python

Tahoe-x1 is a family of perturbation-trained single-cell foundation models with up to 3 billion parameters, developed by Tahoe Therapeutics. Pretrained on 266 million single-cell transcriptomic profiles including the Tahoe-100M perturbation compendium, Tahoe-x1 achieves state-of-the-art performance…

307 months ago