fathom-lib 0.1.2

Fathom lib

Fathom Python library

This is a library that helps in defining model pipelines.

Modules:

• component_autogeneration - generates schemas for defining Machine Learning components
• experimentation - generates scripts for mlflow to run experiments
• metrics - defines non-standard metrics for predictive maintenance models
• models - wrappers for predictive maintenance models (XGBoostAFT)
• transformers - defines non-standard scikit-learn transformations
• validation - defines validation algorithms for predictive maintanence

Development

Run tests

pytest tests