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code-classificationHere are 6 public repositories matching this topic...[SEKE 2023] This is the implementation code of Heterogeneous Directed Hypergraph Neural Network (HDHGN) model in the paper Heterogeneous Directed Hypergraph Neural Network over abstract syntax tree (AST) for Code Classification.
abstract-syntax-tree code-understanding hypergraph-neural-network code-classification directed-hypergraph seke
A fast, lightweight, regex-based programming language detector for Python.
syntax-highlighting regex python-library language-detection language-identification source-code-analysis cli-tool programming-language-detector code-language-detector code-classification programming-language-detection pygments-alternative guesslang-alternative
Identify algorithmic structures in source code using Abstract Syntax Trees (ASTs) and a CodeBERTa-based classifier. Combines syntactic analysis with transformer embeddings for structure classification from small datasets.
machine-learning research deep-learning code-analysis transformers ast dissertation program-analysis source-code sequence-classification abstract-syntax-tree msc-project multi-class-classification bert-model huggingface model-fine-tuning codeberta nlp-on-code code-classification
Build an AI model that predicts or estimates code quality from software metrics.
python numpy scikit-learn jupyter-notebook pandas seaborn classification matplotlib joblib code-classification
AI-powered code authorship detection. 97.6% accuracy. Distinguishes human-written code from AI-generated code (ChatGPT). Supports Python, Java, C, C++. Built with Go + Python + XGBoost.
python go flask machine-learning code-analysis xgboost plagiarism-detection code-forensics htmx chatgpt-detector ai-detection code-classification
Efficiency-guided UniXcoder model for joint C/C++ vulnerability and SATD classification (NLBSE'27 competition)
python transformers pytorch technical-debt vulnerability-detection knowledge-distillation multitask-learning nlbse unixcoder code-classification
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