guofei9987/scikit-opt
Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)
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Where it stands
Rank, growth pace and release cadence relative to everything GStars tracks.
The project lists 23 contributors on GitHub.
Gained 12% more stars in the last 90 days than in the 90 days before.
Use Cases & Benefits
- Implements multiple swarm intelligence and heuristic optimization algorithms in Python, including genetic algorithm, particle swarm optimization, simulated annealing, ant colony, immune, artificial fish swarm, and differential evolution.
- Offers flexible user-defined functions and multiple acceleration methods, enabling customization and efficient optimization for complex constrained problems.
- Use for solving nonlinear constrained optimization problems in engineering and scientific research with customizable operators and constraints.
- Use for optimizing routes and logistics by applying specialized algorithms like genetic algorithm and simulated annealing for the traveling salesman problem.
- Use for experimenting with and benchmarking various metaheuristic algorithms in academic or industrial research requiring heuristic or swarm-based optimization.
Should you depend on it?
License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.
License
MIT
Permissive: commercial use, modification and redistribution are allowed with attribution.
Community files
- README: present
- Contributing guide: present
Watch-outs
- No commits in the last six months (last push Mar 2026).
General guidance from repository metadata, not legal advice. How we score
From the README
Swarm Intelligence in Python (Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Algorithm, Immune Algorithm, Artificial Fish Swarm Algorithm in Python)
Daily snapshots
Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots
Forks
1.1K+0
Open issues
77+5
Compared with peers in AI
Fastest-growing repositories GStars tracks in this cohort for the week of Nov 1, by 7-day star growth
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|---|---|---|---|---|
| thedotmack/claude-mem | 113.6K | +8.8K | 35 | today |
| D4Vinci/Scrapling | 98.1K | +6.9K | 65 | 1 day ago |
| Leonxlnx/taste-skill | 110.7K | +5.2K | 55 | 1 day ago |
| calesthio/OpenMontage | 77.2K | +4.2K | 40 | — |
| heygen-com/hyperframes | 79.6K | +4.1K | 45 | today |
| guofei9987/scikit-opt | 6.7K | — | 24 | — |
| Category median | 98.1K | +5.2K | 45 | — |
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