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Migrate Project to Cython for Performance Optimization #1
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Description
I would like to propose migrating the core components of the traffic simulator project to Cython to improve its performance. Since this project involves a lot of mathematical computations and traffic modeling, Cython could help in optimizing performance by converting Python code into C code.
Migration Plan:
- Identify performance-critical sections of the code, particularly parts that involve heavy computation, such as the traffic flow calculations, vehicle movement algorithms, etc.
- Convert these sections to Cython incrementally, ensuring that each change improves performance without breaking functionality.
- Documentation: Provide updated documentation to explain the installation requirements and how to work with Cython code, ensuring that contributors can easily understand the changes.
(Potentially) Helpful References:
- Cython Documentation
- Performance Comparisons and Use Cases for Cython
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