---
title: PeptideAI
emoji: 🔬
colorFrom: blue
colorTo: purple
sdk: streamlit
sdk_version: "1.41.1"
python_version: "3.13"
app_file: PeptideAI/StreamlitApp/StreamlitApp.py
pinned: false
---

# PeptideAI
Antimicrobial Peptide (AMP) Prediction App
A machine learning web app that predicts antimicrobial activity from peptide sequences.
Built with Python, PyTorch, and Streamlit, it uses ProtBERT embeddings to represent biological sequences and a custom neural network classifier for prediction.
Includes features for:

- AMP probability prediction
- Amino acid composition analysis
- Physicochemical property computation
- t-SNE visualization of embeddings