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code-performance

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MarttiWu / codeopt

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CodeOpt: A framework for optimizing code performance using Two-Stage Sampling, Few-Shot Learning, and Iterative Self-Reflection with support for Genetic Algorithm Inspired Chain-of-Thought (GA-COT).

refactoring python nlp genetic-algorithm semantic-similarity bm25 code-optimization refactoring-tools few-shot-learning self-reflection code-performance iterative-refinement codebert in-context-learning llm chain-of-thought
  • Updated Dec 12, 2024
  • Python

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