Machine Learning Designs Non-Hemolytic Antimicrobial Peptides
☆35Mar 19, 2021Updated 5 years ago
Alternatives and similar repositories for MLpeptide
Users that are interested in MLpeptide are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- AMPDeep: Hemolytic Activity Prediction of Antimicrobial Peptides using Transfer Learning☆13Aug 15, 2022Updated 3 years ago
- Collecting AMP MIC data from different sources, then running a GAN to output promising sequences☆89Aug 2, 2024Updated last year
- HydrAMP: a deep generative model for antimicrobial peptide discovery☆57Nov 26, 2024Updated last year
- ☆18Oct 16, 2025Updated 6 months ago
- Generator and regressor neural networks for antimicrobial peptides☆25Jan 30, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Long short-term memory recurrent neural networks for learning peptide and protein sequences to later design new, similar examples.☆77Mar 25, 2023Updated 3 years ago
- source code for https://arxiv.org/abs/2005.11248 "Accelerating Antimicrobial Discovery with Controllable Deep Generative Models and Molec…☆110Sep 17, 2025Updated 7 months ago
- ☆19Sep 5, 2024Updated last year
- Code for paper 'Accelerating Antimicrobial Peptide Discovery with Latent Sequence-Structure Model'☆13Mar 21, 2024Updated 2 years ago
- The GAN model for designing AMP☆17Aug 19, 2025Updated 8 months ago
- This script makes a cyclic peptide or cyclic nucleotide topology file for GROMACS out of (specially prepared) linear molecule topology fi…☆15Nov 24, 2020Updated 5 years ago
- ☆15Jun 18, 2024Updated last year
- metallocage construction and binding affinity calculations☆16May 30, 2023Updated 2 years ago
- Peptide optimization with Machine Learning☆81Dec 9, 2022Updated 3 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆89Oct 6, 2022Updated 3 years ago
- Designing antimicrobial peptides (AMPs) is awesome.☆31May 5, 2026Updated last week
- ☆19Feb 25, 2026Updated 2 months ago
- Python package for peptide sequence generation, peptide descriptor calculation and sequence analysis.☆62Feb 2, 2026Updated 3 months ago
- ☆32Mar 20, 2025Updated last year
- Another Molecular String Representation☆10Updated this week
- ☆38Aug 11, 2023Updated 2 years ago
- A command line application to launch molecular dynamics simulations with OpenMM☆40Apr 7, 2022Updated 4 years ago
- Augmented Memory and Beam Enumeration implementation☆27Jun 9, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Code for memory-assisted reinforcement learning☆24Oct 19, 2020Updated 5 years ago
- Synthesis generative model☆47Apr 24, 2025Updated last year
- A foundation model approach to guide antimicrobial peptide design in the era of artificial intelligence driven scientific discovery☆55Sep 1, 2025Updated 8 months ago
- ☆57Apr 26, 2019Updated 7 years ago
- A deep learning framework for predicting interactions between protein-protein interaction targets and modulators☆14Dec 2, 2023Updated 2 years ago
- Streamlit web application to deploy a machine learning binary classifier to predict the activity of antimicrobial peptides☆10Dec 13, 2022Updated 3 years ago
- A PyTorch implementation of "Automatic Identification and Virtual Directed Evolution of Antimicrobial Peptides with Explainable Deep Lear…☆41Aug 1, 2025Updated 9 months ago
- Code for paper "ToxIBTL: prediction of peptide toxicity based on information bottleneck and transfer learning"☆13Jan 24, 2022Updated 4 years ago
- Machine learning exercises for the MolSim course (http://www.acmm.nl/molsim/molsim2023/index.html)☆28Jan 16, 2024Updated 2 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ☆32Oct 18, 2024Updated last year
- Guided Conditional Wasserstein GAN for De Novo Protein Design☆35Feb 23, 2021Updated 5 years ago
- AnOxPePred: Using deep learning for the prediction of antioxidative properties of peptides.☆10Dec 28, 2019Updated 6 years ago
- The implementation of the paper sAMPpred-GAT: Prediction of Antimicrobial Peptide by Graph Attention Network and Predicted Peptide Struct…☆35Oct 1, 2022Updated 3 years ago
- ☆19Jan 18, 2026Updated 3 months ago
- Repository of Jupyter Notebooks on Colab, Binder and Huggingface for Bio, Chemistry and Physics☆13Jul 29, 2023Updated 2 years ago
- Code for our paper "A Model to Search for Synthesizable Molecules" (https://arxiv.org/abs/1906.05221)☆81Jul 17, 2023Updated 2 years ago