Projects in Awesome Lists tagged with explianable-ai
A curated list of projects in awesome lists tagged with explianable-ai .
https://github.com/romilagarwal/diabetic_retinoplasty
A hybrid deep learning framework for automated diabetic retinopathy detection combining EfficientNetB0 with Swin Transformer attention mechanisms. Features Bayesian uncertainty quantification through Monte Carlo Dropout, explainable AI visualizations with Grad-CAM, and specialized preprocessing techniques.
bayesian-inference deep-learning efficientnet explianable-ai grad-cam-visualization monte-carlo-dropout pre-processing swim-transformer
Last synced: 20 Jun 2025
https://github.com/tszon/end-to-end_ds_ml_project
I built an end-to-end customer churn segregation and prediction project.
containerisation data-science docker explianable-ai exploratory-data-analysis feature-engineering hdbscan-clustering kmeans-clustering machine-learning mlflow preprocessing-data scikit-learn shap statistical-test statistical-tests streamlit supervised-learning visualisation vscode
Last synced: 03 Sep 2025
