BOSS
Bayesian Optimization Structure Search (BOSS) is a general-purpose Bayesian Optimization code. It is designed to facilitate machine learning in computational and experimental natural sciences. See research examples for various applications of BOSS.
For a more detailed description of the code and tutorials, please consult the user guide.
Installation
BOSS is distributed as a PyPI package and can be installed using pip:
python3 -m pip install aalto-boss
We recommend installing BOSS inside a virtual environment (venv, conda…). If you are not using virtual environments, we recommend performing a user-installation instead:
python3 -m pip install --user aalto-boss
Further instructions are provided in the user guide installation section.
Usage
Tutorials to get you started are available in our user guide. Detailed descriptions of how BOSS operates are available in the manual.
Credits
BOSS is under active development in the Materials Informatics Laboratory at the University of Turku and the Computational Electronic Structure Theory (CEST) group at Aalto University. For the full list of authors see BOSS people.
If you wish to use BOSS in your research, please use the citation.
Issues and feature requests
It is strongly encouraged to submit bug reports, questions, and feature requests via the gitlab issue tracker. The BOSS development team can be contacted by email at milica.todorovic@utu.fi
4 maintainers
Metadata
4 maintainers
Release files for aalto-boss 1.15.2
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| aalto_boss-1.15.2.tar.gz | 126.3 kB | Without provenance | Details for aalto_boss-1.15.2.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| aalto_boss-1.15.2-py3-none-any.whl | Python 3 | none | any | Details for aalto_boss-1.15.2-py3-none-any.whl |
Total release size: 283.7 kB
Release files / aalto_boss-1.15.2.tar.gz
| Download URL | aalto_boss-1.15.2.tar.gz |
|---|---|
| Size | 126.3 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
d1d4fddb1850cb5b4fcbce2904ac977e7eb3a76d75d6ee1a041d4217136c1266
|
|
BLAKE2b-256 checksum How to use checksums |
ceed0293b9576176115410301491cc4768021cf8dcb92102b4dccbc1b8a0b44c
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/5.1.1 CPython/3.11.9
|
Release files / aalto_boss-1.15.2-py3-none-any.whl
| Download URL | aalto_boss-1.15.2-py3-none-any.whl |
|---|---|
| Size | 157.4 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
355a6905813d59c30b2a9d17cdf724b40f068574ce282c803a96a1edd1d56c6b
|
|
BLAKE2b-256 checksum How to use checksums |
fa835b18984f52432f975db2f64230821da5443dfa63c47b35ba90cc76ccdc63
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/5.1.1 CPython/3.11.9
|
Security for aalto-boss 1.15.2
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
No provenance found
None of the files in this release were uploaded with provenance metadata.
A note on package security
PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.
To learn more about protecting yourself from malicious actors, visit our package security documentation.
