https://github.com/lukemercouris/lfc

Liverpool FC specific data insights.

Last synced: 25 Feb 2025

https://github.com/lukemercouris/bike_rental_predictor

Bike Rental Demand Prediction: Built regression model to forecast hourly bike rentals in DC using time-based features and Gradient Boosting Regressor. Achieved R² of 0.965, RMSE of 33.94, and MAE of 22.49. Created Streamlit web app for real-time rental predictions.

classification-algorithm gradient-boosting machine-learning machine-learning-algorithms python regression-algorithms regression-models streamlit streamlit-webapp

Last synced: 25 Feb 2025

https://github.com/lukemercouris/ftbl_touch_map

English Premier League 2024/2025 team touches per third.

english-premier-league fbref football football-analytics football-data liverpool-fc matplotlib mpls python

Last synced: 25 Feb 2025

https://github.com/lukemercouris/loan_prediction

Loan Approval Prediction: Built binary classification model to predict loan approvals using financial and demographic data. Applied preprocessing and StandardScaler normalization. Used Gaussian Naive Bayes model achieving 92% recall for approvals, 74% accuracy, and 82% F1-score. Deployed via Flask web application.

machine-learning matplotlib pipelines python regression-algorithms regression-model seaborn sklearn streamlit

Last synced: 21 Feb 2025