defect-prediction
There are 31 repositories under defect-prediction topic.
siddhartamukherjee/NEU-DET-Steel-Surface-Defect-Detection
This project is about detecting defects on steel surface using Unet. The dataset used for this project is the NEU-DET database.
wogscpar/SZZUnleashed
An implementation of the SZZ algorithm, i.e., an approach to identify bug-introducing commits.
razuswe/softwareFaultPrediction
we proposed a software defect predictive development models using machine learning techniques that can enable the software to continue its projected task.
sherbold/CrossPare
Cross-project defection prediction tooling
felixSchober/Defect-Prediction
Defect prediction of java projects using neural networks.
ai-se/Smote_tune
ICSE'18: Tuning Smote
feiwww/SNS_features_dataset
Software measure datasets of software network structure for defect prediction
stefanodallapalma/TSE-2020-05-0217
Appendix of paper "Within-Project Defect Prediction of Infrastructure-as-Code Using Product and Process Metrics" accepted at Transactions on Software Engineering.
yaoguangluo/sort
极快速微分催化排序，世界最快的排序算法，The Top Sort 20200317
ai-se/MAHAKIL_imbalance
Mahakil Code
AravindVasudev/defect-predictor
A ML model that predicts the number of bugs that might occur while reaching the QA Stage.
jingslaw/ab-crystal-library
An offline crystal library, which includes about tens of thousand structure calculated by VASP.
jparedesDS/welding-defects-detection
Detection of welding defects with AI (YOLO11)
arjunrajpal/ParameterTuning
Tuning of parameters of ML algorithms to optimise precision/f-score for fault detection in softwares
DataScienceVibes/Steel-Plate-Defect-Prediction-KAGGLE-COMPETITION-
Predict the probability of various defects on steel plates.
kissjerryfan/machineLearning
a project about software prediction
linharesh/buggyrank
Buggyrank is a tool that perform bug prediction by analyzing git repositories.
mrksbrg/SZZUnleashed
An implementation of the SZZ algorithm, i.e., an approach to identify bug-introducing commits.
patrick-batman/Early-Welding-Defect-Prediction
Weldright -Techfest repository
SBST-DPG/sbst-dpg
Defect prediction guided search-based software testing (SBST-DPG)
vivek7266/commitz
BUGZY - Automated machine learning model to predict if a git commit is a bug fix. Based on topic modeling and natural language processing, it is built with SVM and Latent Dirichlet Allocation (LDA).
ai-se/e-dom
Epsilon domination
markus7800/firefox-performance-regressions
Code of Master's thesis Machine Learning for Interactive Performance Prediction
toashiqur/Defect-Prediction-Using-RCLUV
Replication package for Software Defect Prediction Using Rich Contextualized Language Use Vectors
Ai4Testers/QE_DataSets
High-quality datasets designed for Custom ChatGPTs, file-referenced prompting, retrieval-augmented generation (RAG), fine-tuning, and model development to enhance workflows for Testers and Quality Engineers (QEs).
bmuscede/NetworkMine
GitHub network mining tool to predict defects in projects.
nazgol-nikravesh/DEPTs
DEPTs: Parameter tuning for software fault prediction with different variants of differential evolution *** Parameter tuners for software analytics problems ***
rozakinci/phd_thesis_app
A fuzzy TOPSIS implementation and its usage for selecting a software defect prediction method
Gaurav7888/Software_Defect_Prediction
Defect prediction in Softwares. The Metrics Data Program dataset provided by NASA has been used.
radon-h2020/radon-defect-prediction-cli
The RADON defect predictor for IaC based on the Scikit-learn Python framework