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GitHub topics: protein-engineering

ai4protein/VenusREM

🧬 Augmenting zero-shot mutant prediction by retrieval-based logits fusion. (ISMB/ECCB 2025)

Language: Python - Size: 359 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 69 - Forks: 8

espjose/BioPatch-SelfHealing-Protein

Open-source synthetic fusion protein for self-healing textiles. Built with AI, powered by biology.

Size: 13.5 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0

Protein-Engineering-Framework/PyPEF

PyPEF – Pythonic Protein Engineering Framework

Language: Python - Size: 148 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 24 - Forks: 3

niklases/PyPEF

PyPEF – Pythonic Protein Engineering Framework

Language: Python - Size: 268 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 14 - Forks: 2

OtoYuki/proteus

Proteus: A Django-based web application for a semi-automated computational pipeline in synthetic protein design, integrating ColabFold, GROMACS, and ML ranking.

Language: JavaScript - Size: 2.8 MB - Last synced at: about 10 hours ago - Pushed at: about 18 hours ago - Stars: 0 - Forks: 0

Sanofi-Public/prodigyprotein

Protein Diversification and Generation through Yielded mutations (Prodigy) Protein is an end-to-end platform for plug and play protein engineering

Language: Python - Size: 1010 KB - Last synced at: 7 days ago - Pushed at: 11 days ago - Stars: 0 - Forks: 0

LSSI-ETH/plmfit

PLMFit platform for TL on PLMs

Language: Python - Size: 171 MB - Last synced at: 9 days ago - Pushed at: 10 days ago - Stars: 16 - Forks: 2

ai4protein/ProtSSN

🧬 Fusion of protein sequence and structural information, using denoising pre-training network for zero-shot protein engineering (eLife 2025).

Language: Python - Size: 33.1 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 64 - Forks: 6

soldatmat/PELLM

Protein engineering with large language models

Language: Jupyter Notebook - Size: 18.9 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

NREL/EvoProtGrad

Directed evolution of proteins in sequence space with gradients

Language: Jupyter Notebook - Size: 9.5 MB - Last synced at: about 1 month ago - Pushed at: 10 months ago - Stars: 85 - Forks: 12

Jack-of-AllTrades/BioPatch-SelfHealing-Protein

Open-source synthetic fusion protein for self-healing textiles. Built with AI, powered by biology.

Size: 13.5 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

johnnytam100/awesome-protein-design

A curated list of awesome protein design research, software and resources.

Size: 29.3 KB - Last synced at: 22 days ago - Pushed at: about 3 years ago - Stars: 14 - Forks: 1

OpenProteinAI/PoET

Inference code for PoET: A generative model of protein families as sequences-of-sequences

Language: Python - Size: 772 KB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 71 - Forks: 3

Achi-lleas/Computational-Project-McConnell-and-Blanchard-Scaffolds-Hackel-Lab

A protein engineering project that involves the analysis of protein scaffolds and their interaction with other protein targets.

Language: Python - Size: 8.38 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

wudangt/awesome-molecular-modeling-and-drug-discovery

A curated list of awesome Molecular Modeling And Drug Discovery 🔥

Size: 51.8 KB - Last synced at: 22 days ago - Pushed at: almost 3 years ago - Stars: 11 - Forks: 0

COLA-Laboratory/GBFLAT

The graph-based fitness landscape analysis framework

Language: Python - Size: 972 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

ProteinEngineering-PESB2/RUDEUS

Developing classification models for DNA-Binding proteins through machine learning and large language models

Language: Jupyter Notebook - Size: 18 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 2 - Forks: 0

Hollfelder-Lab/lrDMS-IRED

Code, data and notebooks for engineering enzymes with ultra-high throughput microfluidics. Please read our accompanying paper for details.

Language: Jupyter Notebook - Size: 36.4 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 6 - Forks: 0

ProteinEngineering-PESB2/numerical_representations_protein_seqs

Exploring digital signal processing combined with physicochemical properties support by NLP techniques

Language: Python - Size: 430 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 1

vector-engineering/fit4function

Systematic Multi-Trait AAV Capsid Engineering for Efficient Gene Delivery (Eid et al., Nature Communications, 2024)

Language: Jupyter Notebook - Size: 70 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 2 - Forks: 0

westlake-repl/ProteinLM-TDG2-Mutation

Protein language models-assisted optimization of a uracil-N-glycosylase variant enables programmable T-to-G and T-to-C base editing

Language: Jupyter Notebook - Size: 7.8 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 11 - Forks: 1

ProteinEngineering-PESB2/hfbs-class-models

Developing assembled functional classifications models via optimized machine learning algorithms

Language: Python - Size: 361 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 1

soldatmat/DESilico.jl

Directed Evolution in Silico

Language: Julia - Size: 81.1 KB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

retospect/phagetrix

Phage library sequence generator with degenerate basepairs.

Language: Python - Size: 70.3 KB - Last synced at: 20 days ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0

dacarlin/bagel-project

Complete lab and computational undergraduate-level course that teaches students how to design and test novel enzymes in the lab

Language: Jupyter Notebook - Size: 2.34 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 7 - Forks: 2

usnistgov/lantern

Interpretable genotype-phenotype landscape modeling

Language: Python - Size: 1.85 MB - Last synced at: 10 months ago - Pushed at: over 1 year ago - Stars: 33 - Forks: 5

ProteinEngineering-PESB2/XAI_for_pi

Exploring XAI methods for protein engineering applications

Language: Jupyter Notebook - Size: 3.5 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

dacarlin/boxi

De novo enzyme design of oxirane:NAD(P)H reductase enzyme

Language: Groff - Size: 37.6 MB - Last synced at: over 1 year ago - Pushed at: over 9 years ago - Stars: 2 - Forks: 1

adaptyvbio/automancer

Automancer is a software application that enables researchers to design, automate, and manage their experiments.

Language: Python - Size: 2.82 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 5 - Forks: 0

minotm/NTA

Nucleotide augmentation for machine learning-guided protein engineering (https://doi.org/10.1093/bioadv/vbac094, 2022)

Language: Python - Size: 7.51 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 1

Related Keywords
protein-engineering 30 machine-learning 11 bioinformatics 7 protein 5 protein-sequences 5 directed-evolution 4 protein-structure 4 synthetic-biology 4 computational-biology 3 protein-language-models 3 enzyme 2 deep-learning 2 structural-biology 2 microfluidics 2 protein-design 2 protein-sequence 2 zero-shot 2 alphafold2 2 alphafold 2 protein-language-model 2 ml-de 2 regression 2 biomaterials 2 python3 2 protein-fitness-prediction 2 in-silico 2 smart-textiles 2 self-healing 2 open-science 2 biofabric 2 igem 2 fitness-landscape 2 esmfold 2 biotech 2 direct-evolution 1 large-langage-models 1 evolutionary-biology 1 large-language 1 llm 1 molecular-modeling 1 direct-evoluation 1 crispr-cas9 1 base-editing 1 aav 1 numerical-representation 1 enzyme-engineering 1 dna-binding-proteins 1 fitness-landscape-analysis 1 data-augmentation 1 lab-automation 1 lab 1 experimental-design 1 automation 1 rosetta 1 oxidoreductase 1 high-performance-computing 1 enzyme-design 1 explainable-artificial-intelligence 1 protein-ai 1 laboratory-automation 1 generative-ml 1 benchmarks 1 phage-display 1 degenerate-primers 1 degenerate-bases 1 codon-optimization 1 rna-sequences 1 julia 1 dna-sequences 1 protein-function-prediction 1 protein-encoding 1 mutation 1 pytorch-lightning 1 pytorch 1 plm 1 fine-tuning 1 downstream-tasks 1 deepspeed 1 ai 1 web-application 1 scientific-computing 1 python 1 molecular-dynamics 1 gromacs 1 docker 1 django 1 colabfold 1 celery 1 ai-drug-discovery 1 retrieval 1 language-model 1 homology-search 1 molecular-generation 1 molecular-evolution 1 molecular-docking 1 drug-discovery 1 proteins 1 generative-model 1 structural-bioinformatics 1 protein-structure-prediction 1