Best Alternatives for DEAP proposed by Free AI models
DEAP
Distributed Evolutionary Algorithms in Python (DEAP) is a novel evolutionary computation framework for rapid prototyping and testing of ideas.
Price: Free
Best Alternatives for DEAP proposed by Free AI models
AI
Data Science And Machine Learning
Data Science Tools
Machine Learning
FlatGA is a lightweight genetic algorithm library for Python.
Price: Free
Pros:
Cons:
Analytics
Web Analytics
Privacy
Open Source
COCO (COmparing Continuous Optimisers) is a platform for systematic and sound comparisons of real-parameter global...
Price: Free
Pros:
Cons:
iPhone
Monitoring Tools
Technical Computing
Simulation Software
Pyevolve is a pure Python genetic algorithm framework that provides a set of methods for...
Price: Free
Pros:
- Simple implementation
- Well-documented
Cons:
- Less actively maintained
- Limited community support
Tree-based Pipeline Optimization Tool (TPOT) is an automated machine learning tool that optimizes machine learning...
Price: Free
Pros:
- Automated pipeline optimization
- Scikit-learn compatible
Cons:
- Limited control over optimization process
- May produce complex pipelines
Optunity is a library dedicated to automated hyperparameter optimization and model selection.
Price: Free
Pros:
- Focus on hyperparameter optimization
- Supports multiple machine learning libraries
Cons:
- Less emphasis on benchmarking functions