PARyOpt 1.0.0

A flexible Bayesian optimization framework.

# Parallel Asynchronous Remote Optimization

[](https://paryopt.readthedocs.io/en/latest/?badge=latest)
[](https://baskar-group.me.iastate.edu/jenkins/job/PARyOpt/)


This framework performs Asynchronous Bayesian Optimization with support for remote evaluations, resilient to hardware/software failures

Documentation for the software is available [here](http://paryopt.readthedocs.io)



### How do I get set up? ###

This code is compatible with Python3.5, and requires several modules. The requirements are available in `requirements.txt`. If you are doing a tar ball installation, do

```
python3.5 install -r requirements.txt
python3.5 install setup.py

```

If you are using a pip installation, simply do

```
python3.5 -m pip install paryopt
```

The publication related to the implementation can be found [here](https://arxiv.org/pdf/1809.04668).

### Who do I talk to? ###

[Balaji Pokuri](mailto:[e-mail])

[Alec Lofquist](mailto:[e-mail])

[Baskar Ganapathysubramanian](mailto:[e-mail])