mlxtras is a machine learning utility library for feature engineering, model validation, reporting, and MLflow experiment tracking. It provides reusable helpers for pandas, scikit-learn, LightGBM, and time-series workflows.
This library began back in 2023 as a personal side quest pointed by my mentor to learn Python packaging and how python projects are created. so I said why not desin it to help me iterate quickly on baselines, validate models, reuse my custom functions and track experiments.
- Feature selection and model validation utilities
- Time series feature engineering and plotting helpers
- Ensemble and reporting utilities
- MLflow experiment logging helpers
- Data validation and preprocessing tools
You can install mlxtras using pip:
pip install mlxtras