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Biological Language models

ESM-2 || ESM2coronaviridae || CoVFit || viral-mutation || genslm || CoVFit CLI || EVEscape || SARS-CoV-2 RBD antibody escape calculator || convergent_RBD_evolution || EVE || DeepSequence

Sihua Peng's Projects

agent-studio icon agent-studio

An open toolkit for building and benchmarking general virtual agents in the wild

bert icon bert

TensorFlow code and pre-trained models for BERT

biobert icon biobert

Bioinformatics'2020: BioBERT: a pre-trained biomedical language representation model for biomedical text mining

bitfit icon bitfit

Simple Parameter-efficient Fine-tuning for Transformer-based Masked Language-models

covfit icon covfit

A protein language model for learning the SARS-CoV-2 fitness landscape

deepimmuno icon deepimmuno

Deep-learning empowered prediction and generation of immunogenic epitopes for T cell immunity

deepsequence icon deepsequence

A generative latent variable model for biological sequence families.

deepspeed icon deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

dnabert icon dnabert

DNABERT: pre-trained Bidirectional Encoder Representations from Transformers model for DNA-language in genome

english-level-up-tips icon english-level-up-tips

An advanced guide to learn English which might benefit you a lot πŸŽ‰ . η¦»θ°±ηš„θ‹±θ―­ε­¦δΉ ζŒ‡ε—/英语学习教程。

esm icon esm

Evolutionary Scale Modeling (esm): Pretrained language models for proteins

eve icon eve

Official repository for the paper "Large-scale clinical interpretation of genetic variants using evolutionary data and deep learning". Joint collaboration between the Marks lab and the OATML group.

evescape icon evescape

Official repository for the paper "Learning from pre-pandemic data to forecast viral antibody escape"

genslm icon genslm

GenSLMs: Genome-scale language models reveal SARS-CoV-2 evolutionary dynamics

gpt-neox icon gpt-neox

An implementation of model parallel autoregressive transformers on GPUs, based on the DeepSpeed library.

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