Supplementary code and data of the paper Evaluating network embedding techniques' performances in software bug prediction
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Aug 13, 2021 - Python
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bug-prediction
Here are 8 public repositories matching this topic...
Python package to predict bugs using the complexity of code changes
entropy bug change complexity bugs fault fault-detection bug-detection prediciton bug-prediction fault-prediction
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Jun 18, 2021 - Python
Source code and dataset for my master's thesis - Predicting source code bugs using graph neural networks
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Nov 29, 2021 - Python
Python package for calculating code complexity metrics of the target source code.
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Apr 13, 2023 - Python
🔎 Software bug predictor based on machine learning algorithm
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Dec 2, 2019 - Java
A Python tool employing a LightGBM-based Learning-to-Rank approach to predict and rank source code files by their bug likelihood.
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Mar 12, 2025 - Python
Classification models for detecting fake reviews and predicting software bugs. Includes implementations of decision trees, bagging, random forests, logistic regression, and Naive Bayes, with statistical evaluation using McNemar's test.
machine-learning text-mining random-forest naive-bayes feature-selection classification logistic-regression tf-idf decision-tree bagging opinion-spam bug-prediction mcnemar-test statistical-evaluation
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Jun 28, 2025 - Jupyter Notebook
use ML to predict whether software code is likely to contain bugs using historical metrics like code complexity, revisions, and authorship.
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Jun 13, 2025 - Jupyter Notebook
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