Focus on Innovating Your Models — DrEval Handles the Rest! - DrEval is a toolkit that ensures drug response prediction evaluations are statistically sound, biologically meaningful, and reproducible. - Focus on model innovation while using our automated standardized evaluation protocols and preprocessing workflows. - A flexible model interface supports all model types (e.g. Machine Learning, Stats, Network-based analyses)
Use DrEval to Build Drug Response Models That Have an Impact
- Maintained, up-to-date baseline catalog, no need to re-implement literature models
- Gold standard datasets for benchmarking
- Consistent application-driven evaluation
- Ablation studies with permutation tests
- Cross-study evaluation for generalization analysis
- Optimized nextflow pipeline for fast experiments
- Easy-to-use hyperparameter tuning
- Paper-ready visualizations to display performance
This project is a collaboration of the Technical University of Munich (TUM, Germany) and the Freie Universität Berlin (FU, Germany).