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A minimalistic framework for numerical association rule mining built by guoguo completed Thu, 29 Oct 2026 13:35:46 UTC

Description

NiaARM is a framework for Association Rule Mining based on nature-inspired algorithms for optimization. The framework is written fully in Python and runs on all platforms. NiaARM allows users to preprocess the data in a transaction database automatically, to search for association rules and provide a pretty output of the rules found. This framework also supports numerical and real-valued types of attributes besides the categorical ones. Mining the association rules is defined as an optimization problem, and solved using the nature-inspired algorithms that come from the related framework called NiaPy.

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Changelog

* Fri Sep 19 2025 Python Maint <python-maint@redhat.com> - 0.4.1-4
- Rebuilt for Python 3.14.0rc3 bytecode

* Fri Aug 15 2025 Python Maint <python-maint@redhat.com> - 0.4.1-3
- Rebuilt for Python 3.14.0rc2 bytecode

* Fri Jul 25 2025 Fedora Release Engineering <releng@fedoraproject.org> - 0.4.1-2
- Rebuilt for https://fedoraproject.org/wiki/Fedora_43_Mass_Rebuild

* Sat Mar 01 2025 Iztok Fister Jr. <iztokf AT fedoraproject DOT org> - 0.4.1-1
- Update to 0.4.1

* Wed Feb 05 2025 Iztok Fister Jr. <iztokf AT fedoraproject DOT org> - 0.4.0-1
- Update to 0.4.0

* Sat Jan 18 2025 Fedora Release Engineering <releng@fedoraproject.org> - 0.3.12-2
- Rebuilt for https://fedoraproject.org/wiki/Fedora_42_Mass_Rebuild

* Thu Aug 01 2024 Iztok Fister Jr. <iztokf AT fedoraproject DOT org> - 0.3.12-1
- Update to 0.3.12

* Wed Jul 24 2024 Iztok Fister Jr. <iztokf AT fedoraproject DOT org> - 0.3.11-1
- Update to 0.3.11

* Fri Jul 19 2024 Fedora Release Engineering <releng@fedoraproject.org> - 0.3.10-2
- Rebuilt for https://fedoraproject.org/wiki/Fedora_41_Mass_Rebuild

* Fri Jul 12 2024 Iztok Fister Jr. <iztokf AT fedoraproject DOT org> - 0.3.10-1
- Update to 0.3.10

* Sun Jun 09 2024 Python Maint <python-maint@redhat.com> - 0.3.8-2
- Rebuilt for Python 3.13

* Thu Mar 14 2024 Iztok Fister Jr. <iztokf AT fedoraproject DOT org> - 0.3.8-1
- Update to 0.3.8

* Thu Feb 15 2024 Iztok Fister Jr. <iztokf AT fedoraproject DOT org> - 0.3.7-1
- Update to 0.3.7

* Sun Jan 28 2024 Iztok Fister Jr. <iztokf AT fedoraproject DOT org> - 0.3.6-1
- Update to 0.3.6

* Fri Jan 26 2024 Fedora Release Engineering <releng@fedoraproject.org> - 0.3.5-6
- Rebuilt for https://fedoraproject.org/wiki/Fedora_40_Mass_Rebuild

* Mon Jan 22 2024 Fedora Release Engineering <releng@fedoraproject.org> - 0.3.5-5
- Rebuilt for https://fedoraproject.org/wiki/Fedora_40_Mass_Rebuild

* Mon Nov 13 2023 Iztok Fister Jr. <iztokf AT fedoraproject DOT org> - 0.3.5-4
- Install additional doc file

* Mon Nov 06 2023 Iztok Fister Jr. <iztokf AT fedoraproject DOT org> - 0.3.5-3
- Confirm License is SPDX MIT

* Mon Nov 06 2023 Iztok Fister Jr. <iztokf AT fedoraproject DOT org> - 0.3.5-2
- Install man page

* Fri Nov 03 2023 Iztok Fister Jr. <iztokf AT fedoraproject DOT org> - 0.3.5-1
- Update to 0.3.5