Metadata-Version: 2.1
Name: fathom-lib
Version: 0.1.2
Summary: Fathom lib
Home-page: https://github.com/fathoms-io/fathom-lib
License: UNKNOWN
Project-URL: Bug Tracker, https://github.com/fathoms-io/fathom-lib/issues
Description: 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
        ```
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.6
Description-Content-Type: text/markdown
