Metadata-Version: 2.1
Name: fathom-lib
Version: 0.1.8
Summary: Fathom lib
Home-page: https://github.com/fathom-io/fathom-lib
License: UNKNOWN
Project-URL: Bug Tracker, https://github.com/fathom-io/fathom-lib/issues
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

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
```

