Package: python3-gplearn (0.4.2-5)
Links for python3-gplearn
Trisquel Resources:
Download Source Package python-gplearn:
- [python-gplearn_0.4.2-5.dsc]
- [python-gplearn_0.4.2.orig.tar.gz]
- [python-gplearn_0.4.2-5.debian.tar.xz]
Maintainer:
Original Maintainers:
- Debian Python Team
- Yogeswaran Umasankar
External Resources:
- Homepage [github.com]
Similar packages:
Genetic Programming in Python, with a scikit-learn inspired API
`gplearn` implements Genetic Programming in Python, with a `scikit-learn <http://scikit-learn.org>`_ inspired and compatible API. While Genetic Programming (GP) can be used to perform a `very wide variety of tasks <http://www.genetic-programming.org/combined.php>`_, gplearn is purposefully constrained to solving symbolic regression problems. This is motivated by the scikit-learn ethos, of having powerful estimators that are straight-forward to implement. Symbolic regression is a machine learning technique that aims to identify an underlying mathematical expression that best describes a relationship. It begins by building a population of naive random formulas to represent a relationship between known independent variables and their dependent variable targets in order to predict new data. Each successive generation of programs is then evolved from the one that came before it by selecting the fittest individuals from the population to undergo genetic operations.
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Download python3-gplearn
| Architecture | Package Size | Installed Size | Files |
|---|---|---|---|
| all | 21.9 kB | 134 kB | [list of files] |