PySaRe -- Neural Network-Based Survival Analysis and Reliability Engineering
Project description
◢ PySaRe ◣
Python package for neural network-based survival analysis and reliability engineering
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.
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
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