Metadata-Version: 2.1
Name: pysare
Version: 0.1.0
Summary: PySaRe -- Neural Network-Based Survival Analysis and Reliability Engineering
Home-page: https://github.com/oholmer/PySaRe
Author: Olov Holmer
Author-email: olov.holmer@liu.se
Project-URL: Bug Tracker, https://github.com/oholmer/PySaRe/issues
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.10
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: numpy>=1.14.0
Requires-Dist: torch>=0.4.1
Requires-Dist: pandas>=2.1
Requires-Dist: matplotlib>=3.0
Requires-Dist: torch_lr_finder>=0.2.1
Requires-Dist: scipy>=1.7.0
Requires-Dist: lifelines>=0.29.0

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# ◢ &nbsp; PySaRe &nbsp;  ◣

**Python package for neural network-based survival analysis and reliability engineering**

<p>
<img alt="GitHub Last Commit" src="https://img.shields.io/github/last-commit/oholmer/PySaRe" />
<img alt="Version" src="https://img.shields.io/badge/version-0.1-blue" />
<img alt="Github License" src="https://img.shields.io/badge/License-MIT-green.svg" />
</p>

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</div>

# Introduction
PySaRe is a Python package for neural network-based survival analysis and reliability engineering based on PyTorch.
For an introduction to PySaRe, see [examples/quickstart.ipynb](examples/quickstart.ipynb).


# Installation 
PySaRe is available on pip:
```
pip install pysare
```


# Publications
The package is based on the following publications
- **Energy-Based Survival Models for Predictive Maintenance** https://arxiv.org/abs/2302.00629
  
