https://github.com/hbrs-cse/treeopt
Simulation-based optimization
Science Score: 13.0%
This score indicates how likely this project is to be science-related based on various indicators:
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○CITATION.cff file
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✓codemeta.json file
Found codemeta.json file -
○.zenodo.json file
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○DOI references
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○Academic publication links
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○Scientific vocabulary similarity
Low similarity (16.2%) to scientific vocabulary
Repository
Simulation-based optimization
Basic Info
- Host: GitHub
- Owner: hbrs-cse
- License: mit
- Language: Python
- Default Branch: master
- Size: 354 KB
Statistics
- Stars: 4
- Watchers: 1
- Forks: 0
- Open Issues: 95
- Releases: 1
Metadata Files
README.md
treeopt
A python module for simulation-based optimization.
Project Features
This project is currently under development and in a very experimental state. The goal is to provide a simulation-based optimization framework. The functionality builds on the tools from the following libraries.
- Metamodelling features from the Surrogate Modeling Toolbox.
- Optimization tools from SciPy
Getting Started
Install using
pip install git+https://github.com/hbrs-cse/treeopt.git
and check out the examples.
The project's documentation contains a section to help you get started as a developer or user of the library. Read the Contribution Guide if you would like to contribute to the project.
Resources
Below are some handy resource links.
- Project Documentation
- Surrogate Modeling Toolbox
- SciPy
- Click is a Python package for creating beautiful command line interfaces in a composable way with as little code as necessary.
- Sphinx is a tool that makes it easy to create intelligent and beautiful documentation, written by Geog Brandl and licnsed under the BSD license.
- pytest helps you write better programs.
- GNU Make is a tool which controls the generation of executables and other non-source files of a program from the program's source files.
Authors
See also the list of contributors who participated in this project.
Owner
- Name: Computational Science and Engineering - Hochschule Bonn-Rhein-Sieg
- Login: hbrs-cse
- Kind: organization
- Website: https://www.h-brs.de/de/tree/modellbildung-und-simulation
- Repositories: 2
- Profile: https://github.com/hbrs-cse
GitHub Events
Total
- Delete event: 1
- Issue comment event: 2
- Push event: 7
- Pull request event: 11
- Create event: 8
Last Year
- Delete event: 1
- Issue comment event: 2
- Push event: 6
- Pull request event: 10
- Create event: 7
Dependencies
- python 3.7.*
- Sphinx >=2.2.0
- click ==8.0.1
- flake8 >=3.7.9,<4
- flake8-docstrings >=1.5.0,<2
- pip-check-reqs >=2.0.1,<3
- pip-licenses ==3.5.1
- pre-commit >=2.2.0
- pytest ==6.2.4
- pytest-cov >=2.5.1,<3
- pytest-pythonpath >=0.7.2,<1
- setuptools >=38.4.0
- sphinx-rtd-theme >=0.4.3,<1
- tox >=3.0.0,<4
- twine ==3.4.2
- Include *
- click >=7.0,<8
- matplotlib >=3.3.1
- numpy >=1.18.5
- scipy >=1.5.2
- smt >=0.6.0
- actions/checkout v2 composite
- actions/setup-python v1 composite
- codecov/codecov-action v1 composite