This framework performs Asynchronous Bayesian Optimization with support for remote evaluations, resilient to hardware/software failures
Documentation for the software is available on ReadTheDocs.
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 -m pip install -r requirements.txt
python3.5 -m pip install setup.pyIf you are using a pip installation, simply do
python3.5 -m pip install paryoptCiting:
The publication related to the implementation can be found on arxiv. If you use PARyOpt, please cite as:
Pokuri, B. S. S., Lofquist, A., Risko, C. M., & Ganapathysubramanian, B. (2018). PARyOpt: A software for Parallel Asynchronous Remote Bayesian Optimization. arXiv preprint arXiv:1809.04668.
Bibtex entry
@article{pokuri2018paryopt,
title={PARyOpt: A software for Parallel Asynchronous Remote Bayesian Optimization},
author={Pokuri, Balaji Sesha Sarath and Lofquist, Alec and Risko, Chad M and Ganapathysubramanian, Baskar},
journal={arXiv preprint arXiv:1809.04668},
year={2018}
}
Who do I talk to?
1 maintainer
Release files for PARyOpt 1.0.2.2
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| PARyOpt-1.0.2.2.tar.gz | 299.8 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| PARyOpt-1.0.2.2-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 355.4 kB
Release files / PARyOpt-1.0.2.2.tar.gz
| Download URL | PARyOpt-1.0.2.2.tar.gz |
|---|---|
| Size | 299.8 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/1.12.1 pkginfo/1.4.2 requests/2.19.1 setuptools/40.6.3 requests-toolbelt/0.8.0 tqdm/4.26.0 CPython/3.6.9
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Release files / PARyOpt-1.0.2.2-py3-none-any.whl
| Download URL | PARyOpt-1.0.2.2-py3-none-any.whl |
|---|---|
| Size | 55.6 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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| Upload date | |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/1.12.1 pkginfo/1.4.2 requests/2.19.1 setuptools/40.6.3 requests-toolbelt/0.8.0 tqdm/4.26.0 CPython/3.6.9
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