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llamea

LLaMEA is a Python framework for automatically generating and refining metaheuristic optimization algorithms using large language models, featuring optional in-the-loop hyper-parameter optimization.

Installation

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

pip3 install llamea

Dependencies

• google-generativeai
• jsonlines
• ollama
• joblib
• tqdm
• configspace
• openai
• numpy

Releases

Version	Released	Bullseye Python 3.9	Bookworm Python 3.11	Trixie Python 3.13	Files
1.1.5	2025-09-04
llamea-1.1.5-py3-none-any.whl (29 KB)
1.1.4	2025-09-02
llamea-1.1.4-py3-none-any.whl (29 KB)
1.1.3	2025-09-02
llamea-1.1.3-py3-none-any.whl (29 KB)
1.1.2 yanked	2025-09-01
llamea-1.1.2-py3-none-any.whl (29 KB)
1.1.0	2025-07-19
llamea-1.1.0-py3-none-any.whl (23 KB)
1.0.6	2025-06-17
llamea-1.0.6-py3-none-any.whl (21 KB)
1.0.5	2025-06-10
llamea-1.0.5-py3-none-any.whl (21 KB)
1.0.4	2025-06-03
llamea-1.0.4-py3-none-any.whl (20 KB)
1.0.3	2025-04-24
llamea-1.0.3-py3-none-any.whl (19 KB)
1.0.2	2025-03-24
llamea-1.0.2-py3-none-any.whl (19 KB)
1.0.1	2025-03-10
llamea-1.0.1-py3-none-any.whl (19 KB)
1.0.0	2025-03-03
llamea-1.0.0-py3-none-any.whl (21 KB)
0.9.3	2024-12-06
llamea-0.9.3-py3-none-any.whl (20 KB)
0.9.2	2024-07-09
llamea-0.9.2-py3-none-any.whl (10 KB)
0.9.1	2024-06-04
llamea-0.9.1-py3-none-any.whl (9 KB)
0.1.0	2024-06-03
llamea-0.1.0-py3-none-any.whl (9 KB)

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