Clojush
Clojush is an innovative machine learning software that implements the Push programming language and PushGP genetic programming system in Clojure. Designed for evolutionary computation, it excels in multi-core concurrency, enabling users to evolve programs that utilize multiple data types while simplifying automatic program structures. Users can customize parameters easily via command line or IDE, facilitating tailored experimental setups.
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Top Clojush Features
- Multi-core concurrency support
- Customizable population size
- Command line parameter adjustments
- Integrated Docker support
- Tutorial and example files
- Error function flexibility
- Automatic program simplification
- Auxiliary stack for data storage
- Linear Plush genome implementation
- Instruction metadata handling
- Random code generation capability
- Genetic operator pipelines
- Modular program evolution
- Comprehensive documentation available
- Clojure language integration
- Cross-platform compatibility
- REPL integration support
- Parameterized execution limits
- Instruction set customization
- Meta-genetic programming features
