piwheels

ribs

A bare-bones Python library for quality diversity optimization.

Installation

In a virtualenv (see these instructions if you need to create one):

pip3 install ribs

Dependencies

• numba
• typing-extensions
• numpy-groupies
• sortedcontainers
• threadpoolctl
• scikit-learn
• numpy
• scipy
• pandas
• array-api-compat

Releases

Version	Released	Bookworm Python 3.11	Trixie Python 3.13	Files
0.12.0	2026-07-22
ribs-0.12.0-py3-none-any.whl (225 KB)
0.11.0	2026-05-17
ribs-0.11.0-py3-none-any.whl (215 KB)
0.10.0	2026-04-08
ribs-0.10.0-py3-none-any.whl (208 KB)
0.9.0	2025-12-18
ribs-0.9.0-py3-none-any.whl (193 KB)
0.8.3	2025-09-01
ribs-0.8.3-py3-none-any.whl (181 KB)
0.8.2	2025-08-13
0.8.1	2025-06-30
ribs-0.8.1-py3-none-any.whl (181 KB)
0.8.0	2025-06-26
ribs-0.8.0-py3-none-any.whl (181 KB)
0.7.1	2024-03-14
ribs-0.7.1-py3-none-any.whl (137 KB)
0.7.0	2024-01-27
ribs-0.7.0-py3-none-any.whl (135 KB)
0.6.4	2023-12-17
ribs-0.6.4-py3-none-any.whl (118 KB)
0.6.3	2023-09-25
ribs-0.6.3-py3-none-any.whl (118 KB)
0.6.2	2023-09-22
ribs-0.6.2-py3-none-any.whl (118 KB)
0.6.1 yanked	2023-09-22
ribs-0.6.1-py3-none-any.whl (122 KB)
0.6.0	2023-09-15
ribs-0.6.0-py3-none-any.whl (118 KB)
0.5.2	2023-07-15
ribs-0.5.2-py3-none-any.whl (101 KB)
0.5.1	2023-03-02
ribs-0.5.1-py3-none-any.whl (100 KB)
0.5.0	2023-02-22
ribs-0.5.0-py3-none-any.whl (100 KB)
0.4.0	2021-07-22
ribs-0.4.0-py3-none-any.whl (58 KB)
0.3.1	2021-03-06
ribs-0.3.1-py3-none-any.whl (50 KB)
0.3.0	2021-02-06
ribs-0.3.0-py3-none-any.whl (49 KB)
0.2.1	2021-01-30
ribs-0.2.1-py2.py3-none-any.whl (47 KB)
0.2.0	2021-01-29
ribs-0.2.0-py2.py3-none-any.whl (47 KB)

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