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Projects in Awesome Lists tagged with eli5

A curated list of projects in awesome lists tagged with eli5 .

https://github.com/fvinas/elih

ELIH: Explain Machine Learning predictions like I'm a human

eli5 explanation learning machine sklearn xgboost

Last synced: 26 Jun 2025

https://github.com/genaronetwork/eli5-genaro

understand Genaro Network in 1 minute

eli5

Last synced: 19 Mar 2026

https://github.com/ksharma67/heart-failure-prediction

This problem is a typical Classification Machine Learning task. Building various classifiers by using the following Machine Learning models: Logistic Regression (LR), Decision Tree (DT), Random Forest (RF), XGBoost (XGB), Light GBM and Support Vector Machines with RBF kernel.

auc-roc-curve auc-roc-score decision-trees eda eli5 gridsearchcv lightgbm lime logistic-regression numpy pandas python random-forest seaborn shap skit-learn sklearn svm xgboost

Last synced: 08 Apr 2026

https://github.com/silvano315/wildfire_prediction_with_satellite_images

This project aims to explore satellite image dataset in order to create a CNN model for wildfire prediction problem. Explainability with ELI5 and GradCAM could be an interesting integration to be tested.

classification cnn data-science deep-learning eli5 satellite-images transfer-learning wildfire-prevention

Last synced: 24 Mar 2025

https://github.com/silvano315/health-insurance-prediction

This repository aims to test some machine learning and ELI5 explainability technique in order to predict whether the customer would be interested in Vehicle insurance, you have information about demographics, vehicles, policy

adasyn data-science eda eli5 explainability health insurance machine-learning random-forest vehicle xgboost

Last synced: 24 Mar 2025

https://github.com/vedanty3/medify

Medify is a MERN stack app that predicts heart disease using machine learning. Patients can send their medical data to their doctors through the app.

decision-tree-classifier eli5 express gradient-boosting-classifier joblib jwt knn-classification lime logistic-regression machine-learning material-ui mern-stack mongodb nodejs nodemailer python react redux shape svm-classifier

Last synced: 10 Apr 2026

https://github.com/jokerdii/predicting-airbnb-house-price

A xgboost predictor of Los Angeles house price

eli5 fastapi lime shap xgboost

Last synced: 24 Feb 2025

https://github.com/pbar1/simplifier

:apple: Translate text to ELI5

eli5 text thesaurus translate words

Last synced: 03 May 2026