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research:satminer [2014/04/15 14:58] ecoquery [Download] |
research:satminer [2014/05/12 15:36] (Version actuelle) ecoquery [Download] |
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SATMiner is a library for searching interesting patterns using constraint programming/SAT backend. | SATMiner is a library for searching interesting patterns using constraint programming/SAT backend. |
It is developed as a prototype for the [[http://liris.cnrs.fr/dag|DAG]] project, in collaboration with people at [[http://www.cril.univ-artois.fr/decMining/|CRIL]]. | It was initially developed as a prototype for the [[http://liris.cnrs.fr/dag|DAG]] project, in collaboration with people at [[http://www.cril.univ-artois.fr/decMining/|CRIL]]. |
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It is currently used as a basis for experiments on SAT/pseudo boolean based pattern mining on: | It is currently used as a basis for experiments on SAT/pseudo boolean based pattern mining on: |
* attributes sets in relational data (SatQL language) | * attributes sets in relational data (SatQL language) |
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The current version is coded in Java and uses [[http://www.sat4j.org/|SAT4J]] and a modified version of [[http://minisat.se/|MiniSat]] as backends. It also uses [[http://boolvar.sourceforge.net/|BoolVar/PB]] for translation of some pseudo-boolean constraints to SAT. | The current version is coded in Java and uses [[http://www.sat4j.org/|SAT4J]] and a modified version of [[http://minisat.se/|MiniSat]] as backends. It also uses the [[http://boolvar.sourceforge.net/|BoolVar/PB]] library, as well as an implementation of [[http://dl.acm.org/citation.cfm?id=1575495|cardinality networks]] for translation of some pseudo-boolean constraints to SAT. |
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===== Download ===== | ===== Download ===== |
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SVN, stable branch: https://svn.liris.cnrs.fr/ecoquery/satminer/branches/stable | GIT, stable branch: https://liris.cnrs.fr/~ecoquery/satminer.git, {{:research:satminer:satminer.jar|lastest stable binary jar file}} |
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* {{:research:satminer-2014-04-15.tbz|source}} (2014-04-15, added IF THEN, LIKE, LIMIT to SatQL) | * {{:research:satminer-2014-05-12.tgz|source}} (2014-05-12, changed syntax for SatQL((this breaks backward compatibility)): now SQL expressions (queries and conditions) should be in "{ }" braces and Java joins are not available anymore. However arbitrary SQL expressions can now be used) |
| * {{:research:satminer-2014-04-15.tbz|source}} (2014-04-15, added IF THEN, LIKE, LIMIT to SatQL, [[http://liris.cnrs.fr/~ecoquery/files/satminer-2014-04-15-with-bench-data.tbz|version including bench datasets]]) |
* {{:research:satminer-2014-02-18.tgz|source}} (2014-02-18, includes Boolvar/PB and a modified version of minisat, fixes compilation problems) | * {{:research:satminer-2014-02-18.tgz|source}} (2014-02-18, includes Boolvar/PB and a modified version of minisat, fixes compilation problems) |
* {{:research:satminer-2014-02-17.tgz|source}} (2014-02-17, includes Boolvar/PB and a modified version of minisat) | * {{:research:satminer-2014-02-17.tgz|source}} (2014-02-17, includes Boolvar/PB and a modified version of minisat) |