Symmetry_Breaking_with_ILP | Exploit ILP to learn symmetry breaking constraints

by prosysscience Python Version: Current License: No License

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kandi X-RAY | Symmetry_Breaking_with_ILP Summary

Symmetry_Breaking_with_ILP is a Python library. Symmetry_Breaking_with_ILP has no bugs, it has no vulnerabilities and it has low support. However Symmetry_Breaking_with_ILP build file is not available. You can download it from GitHub.

This project aims to exploit inductive logic programming to lift symmetry breaking constraints of ASP programs. Given an ASP file, we use the system SBASS (symmetry-breaking answer set solving) to infer its graph representation and then detect the symmetries as a graph automorphism problem (performed by the system SAUCY). SBASS returns a set of (irredundant) graph symmetry generators, which are used in our framework to compute the positive and negative examples for the ILP system ILASP. Note: the files of Active Background Knowledge (active_BK/active_BK_sat) contain the constraints learned for the experiments. To test the framework, remove the constraints and follow the files' instructions to obtain the same result.

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Symmetry_Breaking_with_ILP has a low active ecosystem.

It has 1 star(s) with 0 fork(s). There are 3 watchers for this library.

It had no major release in the last 6 months.

Symmetry_Breaking_with_ILP has no issues reported. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of Symmetry_Breaking_with_ILP is current.

Quality

Symmetry_Breaking_with_ILP has no bugs reported.

Security

Symmetry_Breaking_with_ILP has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

License

Symmetry_Breaking_with_ILP does not have a standard license declared.

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Without a license, all rights are reserved, and you cannot use the library in your applications.

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Symmetry_Breaking_with_ILP releases are not available. You will need to build from source code and install.

Symmetry_Breaking_with_ILP has no build file. You will be need to create the build yourself to build the component from source.

Installation instructions are not available. Examples and code snippets are available.

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Symmetry_Breaking_with_ILP Examples and Code Snippets

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Install Symmetry_Breaking_with_ILP

You can download it from GitHub.
You can use Symmetry_Breaking_with_ILP like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.

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For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .

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