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darkomike/semanticoder
SemantiCoder是一个基于深度学习的前沿JavaScript/TypeScript语义感知突变测试框架。它采用Transformer与AST相结合的混合架构，通过理解代码语义关系来生成有意义的变异，而非传统语法变换，能更有效地发现真实bug。支持强化学习优化和CI/CD集成。
技术栈
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依赖
NumPy
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Pandas
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Pydantic
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accelerate
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aiofiles
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asyncio
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click
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datasets
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docker
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jinja2
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jsonschema
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matplotlib
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plotly
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psutil
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pyyaml
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rich
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scikit-learn
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scipy
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seaborn
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tokenizers
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torch
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tqdm
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transformers
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tree-sitter
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tree-sitter-javascript
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tree-sitter-typescript
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wandb
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