Gators is a package to handle model building with big data and fast real-time pre-processing, even for a large number of QPS, using only Python.

This notebook provides some skills to perform Feature-Engineering on data.

Utilities for scikit-learn. Append prediction to x, append prediction to x single, append x prediction to x, compose var estimator, data frame wrapper, drop by noise prediction, drop missing rows y, dummy regressor var, estimator wrapper base, excluded column transformer pandas, feature union pandas, id transformer, included column transformer pand

Predicting patient Length of Stay (LoS) using machine learning to provide insights for hospital operational efficiency.

The Kaggle Loan Approval Prediction Competition for Playground Series S4E10.

Strategies to predict the best segment of customers who will respond positively to a bank’s marketing campaign therefore ensuring the maximum utilization of the company’s resources were investigated.

feature-engine

Machine learning with python

Built an end-to-end classification pipeline on the Pima Indians Diabetes dataset with XGBoost, Optuna hyperparameter optimization, and comprehensive SHAP explainability. Deployed as a multi-tab Streamlit dashboard.

Разработка модели машинного обучения, предсказывающей рыночную стоимость автомобиля

Insert those minor and awesoeme features into your Firered rom easily. And it is supposed to be an alternative of the tool TL's Quick Enhancer as that tool now doesnt have those features in it.