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GitHub / CyprienGille / Supervised-Autoencoder
A supervised autoencoder with structured sparsity for efficient and informed clinical prognosis.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CyprienGille%2FSupervised-Autoencoder
Stars: 4
Forks: 0
Open Issues: 0
License: mit
Language: Python
Repo Size: 18.9 MB
Dependencies:
10
Created: about 2 years ago
Updated: 2 months ago
Last pushed: 10 months ago
Last synced: 22 days ago
Topics: autoencoder, feature-selection, interpretability, metabolomics, metabolomics-database, prognostic-score, sparsity, supervised-learning
Files
Dependencies
- captum ==0.4.0
- matplotlib *
- numpy *
- pandas *
- scikit-learn *
- seaborn *
- shap ==0.39.0
- tensorflow ==2.4.1
- torch ==1.10.1
- tqdm *