metadata
title: PeptideAI
emoji: 🔬
colorFrom: blue
colorTo: purple
sdk: streamlit
sdk_version: 1.41.1
python_version: '3.13'
app_file: 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