File size: 658 Bytes
4466c5e | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 | ---
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
|