BioExcel Building Blocks tutorials: AutoEncoders for Anomaly Detection
This tutorial involves the use of a multilayer AutoEncoder (AE) for feature extraction and pattern recognition by analyzing Molecular Dynamic Simulations, step by step, using the BioExcel Building Blocks library (biobb)
Topics
Collections
Details
- License:
- Apache-2.0
- Maturity:
- Emerging
- Cost:
- Free of charge
- Tool Type:
- workflow
- Operating Systems:
- Linux, Mac, Windows
- Programming Languages:
- Python
- Added:
- 6/23/2026
- Last Updated:
- 6/23/2026
Operations
Data Inputs & Outputs
Molecular dynamics
Publications
Documentation
General', 'Installation instructions
https://github.com/bioexcel/biobb_wf_autoencoderWorkflow Documentation
Downloads
- Container fileVersion: 1.0https://github.com/bioexcel/biobb_workflows/tree/main/biobb_wf_autoencoder/dockerDocker Container
- Source codeVersion: 1.0https://github.com/bioexcel/biobb_wf_autoencoderSource Code
- Tool wrapper (CWL)Version: 1.0https://github.com/bioexcel/biobb_workflows/tree/main/biobb_wf_autoencoder/cwlCWL specification