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Merge pull request #25 from jMetal/develop
Major release 0.5.0
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*.class | ||
# Byte-compiled / optimized / DLL files | ||
__pycache__/ | ||
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# Mobile Tools for Java (J2ME) | ||
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.Python | ||
env/ | ||
build/ | ||
develop-eggs/ | ||
dist/ | ||
downloads/ | ||
eggs/ | ||
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lib/ | ||
lib64/ | ||
parts/ | ||
sdist/ | ||
var/ | ||
wheels/ | ||
*.egg-info/ | ||
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*.egg | ||
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# Package Files # | ||
*.jar | ||
*.war | ||
*.ear | ||
# PyInstaller | ||
# Usually these files are written by a python script from a template | ||
# before PyInstaller builds the exe, so as to inject date/other infos into it. | ||
*.manifest | ||
*.spec | ||
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# virtual machine crash logs, see http://www.java.com/en/download/help/error_hotspot.xml | ||
hs_err_pid* | ||
# Installer logs | ||
pip-log.txt | ||
pip-delete-this-directory.txt | ||
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venv | ||
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*.pyc | ||
# Unit test / coverage reports | ||
htmlcov/ | ||
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build | ||
dist | ||
*.spec | ||
coverage.xml | ||
*.egg-info | ||
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pytest-env | ||
*.zip | ||
nosetests.xml | ||
coverage.xml | ||
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# Translations | ||
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*.pot | ||
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*.log | ||
local_settings.py | ||
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instance/ | ||
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docs/_build/ | ||
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auto-docs/build | ||
auto-docs/source/*.rst | ||
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build: | ||
image: latest | ||
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python: | ||
version: 3.6 | ||
pip_install: true | ||
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requirements_file: docs/requirements.txt |
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MIT License | ||
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Copyright (c) 2018 Antonio J. Nebro | ||
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Permission is hereby granted, free of charge, to any person obtaining a copy | ||
of this software and associated documentation files (the "Software"), to deal | ||
in the Software without restriction, including without limitation the rights | ||
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | ||
copies of the Software, and to permit persons to whom the Software is | ||
furnished to do so, subject to the following conditions: | ||
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The above copyright notice and this permission notice shall be included in all | ||
copies or substantial portions of the Software. | ||
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR | ||
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, | ||
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE | ||
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER | ||
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, | ||
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE | ||
SOFTWARE. |
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# jMetalPy: Python version of the jMetal framework | ||
[![Build Status](https://travis-ci.org/jMetal/jMetalPy.svg?branch=master)](https://travis-ci.org/jMetal/jMetalPy) | ||
[![PyPI](https://img.shields.io/pypi/l/jMetalPy.svg)]() | ||
[![PyPI](https://img.shields.io/pypi/v/jMetalPy.svg)]() | ||
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> jMetalPy is currently under heavy development! | ||
I started a new project called jMetalPy in February 2017. The initial idea was not to write the whole jMetal proyect in Python but to use it as a practical study to learn that programming language, although due to the interest of some researchers the goal of an usable jMetal version in Python is an ongoing work. | ||
<p align="center"> | ||
<br/> | ||
<img src=docs/source/jmetalpy.png alt="jMetalPy"> | ||
<br/> | ||
</p> | ||
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Any ideas about how the structure the project, coding style, useful tools (I'm using PyCharm), or links to related projects are welcome (see [CONTRIBUTING](https://github.com/jMetal/jMetalPy/blob/master/CONTRIBUTING.md)). The starting point is the jMetal architecture: | ||
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![jMetal architecture](resources/jMetal5UML.png) | ||
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--- | ||
# jMetalPy: Python version of the jMetal framework | ||
[![Build Status](https://img.shields.io/travis/jMetal/jMetalPy.svg?style=flat-square)](https://travis-ci.org/jMetal/jMetalPy) | ||
[![Read the Docs](https://img.shields.io/readthedocs/jmetalpy.svg?style=flat-square)](https://readthedocs.org/projects/jmetalpy/) | ||
[![PyPI License](https://img.shields.io/pypi/l/jMetalPy.svg?style=flat-square)]() | ||
[![PyPI Python version](https://img.shields.io/pypi/pyversions/jMetalPy.svg?style=flat-square)]() | ||
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# Table of Contents | ||
## Table of Contents | ||
- [Installation](#installation) | ||
- [Usage](#usage) | ||
- [Dependencies](#dependencies) | ||
- [History](#history) | ||
- [Last changes (December 18th 2017)](#last-changes-december-18th-2017) | ||
- [Features](#features) | ||
- [Contributing](#contributing) | ||
- [License](#license) | ||
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# Usage | ||
Examples of configuring and running all the included algorithms are located in the [jmetal.runner](https://github.com/jMetal/jMetalPy/tree/master/jmetal/runner) folder. | ||
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## Dependencies | ||
With Python 3.6 installed, run: | ||
```Bash | ||
## Installation | ||
To download jMetalPy just clone the Git repository hosted in GitHub: | ||
```bash | ||
$ git clone https://github.com/jMetal/jMetalPy.git | ||
$ pip install -r requirements.txt | ||
$ python setup.py install | ||
``` | ||
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# History | ||
See [CHANGELOG](CHANGELOG.md) for full version history. | ||
Alternatively, you can install it with `pip`: | ||
```bash | ||
$ pip install jmetalpy | ||
``` | ||
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## Usage | ||
Examples of configuring and running all the included algorithms are located [in the docs](https://jmetalpy.readthedocs.io/en/latest/examples.html). | ||
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## Features | ||
The current release of jMetalPy (v0.5.0) contains the following components: | ||
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## Last changes (January 18th 2018) | ||
* (Fix) Search solution in `ScatterPlot()` now return only one solution object (as intended). | ||
* Added class `ParallelEvaluator` (Contribution of Michael Cipold) | ||
* Fixed a bug in class `DominanceComparator` | ||
* Algorithms: random search, NSGA-II, SMPSO, SMPSO/RP | ||
* Problems: ZDT1-6, DTLZ1-2, unconstrained (Kursawe, Fonseca, Schaffer, Viennet2), constrained (Srinivas, Tanaka). | ||
* Encodings: real, binary | ||
* Operators: selection (binary tournament, ranking and crowding distance, random, nary random, best solution), crossover (single-point, SBX), mutation (bit-blip, polynomial, uniform, random) | ||
* Quality indicators: hypervolume | ||
* Density estimator: crowding distance | ||
* Graphics: 2D/3D plotting in real-time | ||
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# Contributing | ||
## Contributing | ||
Please read [CONTRIBUTING](CONTRIBUTING.md) for details on how to contribute to the project. | ||
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# License | ||
## License | ||
This project is licensed under the terms of the MIT - see the [LICENSE](LICENSE) file for details. |
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