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bug-prediction

Here are 10 public repositories matching this topic...

quyutest / node2defect

Supplementary code and data of the paper Evaluating network embedding techniques' performances in software bug prediction

paper bug-prediction

Updated Aug 13, 2021
Python

Intelligent-CAT-Lab / BugFarm

Artifact repository for the paper "Challenging Bug Prediction and Repair Models with Synthetic Bugs", In Proceedings of The 25th IEEE International Conference on Source Code Analysis & Manipulation (SCAM 2025), Auckland, New Zealand, September 2025

machine-learning bug-prediction large-language-model bug-repair bug-generation

Updated Aug 2, 2025
Python

rishibanota / Bugseer

Offline bug-risk prediction for code repositories.Static analysis + git intelligence + a local ML model — and an explanation for every number it shows you.No cloud. No API keys. No telemetry. Your source code never leaves your machine.

cli machine-learning offline-first linter static-analysis devtools python3 developer-tools code-review code-quality python-app bug-prediction

Updated Sep 6, 2026
Python

HaaLeo / bug-prediction

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

Updated Jun 18, 2021
Python

MorMundHS-MA / predicting-bugs-gnn

Source code and dataset for my master's thesis - Predicting source code bugs using graph neural networks

ml masters-thesis gnn bug-prediction

Updated Nov 29, 2021
Python

mmohajer9 / pyccmetrics

Python package for calculating code complexity metrics of the target source code.

code metrics software source-code-analysis code-complexity bug-prediction complexity-metrics

Updated Apr 13, 2023
Python

gsavla6-hue / ai-bug-predictor

ML-powered bug prediction system analyzing code commits, complexity metrics and historical bug patterns

python scikit-learn code-analysis ml bug-prediction

Updated Mar 21, 2026
Python

gillemta / bug-likelihood-ranker

A Python tool employing a LightGBM-based Learning-to-Rank approach to predict and rank source code files by their bug likelihood.

machine-learning lightgbm learning-to-rank bug-prediction repository-analysis

Updated Oct 9, 2025
Python

Pushp-Jain15 / RepoMind

AI-powered platform that analyzes GitHub repositories and predicts file-level bug risk using code metrics and Git history.

python github-api machine-learning ai code-analysis developer-tools software-engineering technical-debt fastapi bug-prediction

Updated Sep 17, 2026
Python

umair1dost / ai-code-review

AI-Powered Code Review and Bug Prediction System — IMSciences BCS FYP 2021–2025

python machine-learning angular random-forest lstm code-review fastapi bug-prediction

Updated May 25, 2026
Python

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