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defect-prediction

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wogscpar /SZZUnleashed

An implementation of the SZZ algorithm, i.e., an approach to identify bug-introducing commits.

git mining-software-repositories defect-prediction software-engineering-research szz szz-algorithm

UpdatedOct 4, 2023
Java

NEU-DET-Steel-Surface-Defect-Detection

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.

deep-neural-networks deep-learning pytorch resnet defect-prediction resnet-18 defect-detection unet-pytorch unet-image-segmentation segmentation-models neu-det

UpdatedMay 22, 2021
Jupyter Notebook

razuswe /softwareFaultPrediction

we proposed a software defect predictive development models using machine learning techniques that can enable the software to continue its projected task.

machine-learning fault-tolerance machine-learning-algorithms prediction software-engineering defect-prediction pc1 fault-prediction predictive-models cm1 defect-datasets jm1

UpdatedNov 16, 2020
Jupyter Notebook

sherbold /CrossPare

Cross-project defection prediction tooling

wrapper weka defect-prediction

UpdatedNov 30, 2021
Java

felixSchober /Defect-Prediction

Defect prediction of java projects using neural networks.

python machine-learning neural-network tensorflow syntax-tree defect-prediction

UpdatedJun 28, 2017
Python

jparedesDS /welding-defects-detection

Detection of welding defects with AI (YOLO11)

opencv yolo object-detection welding defect-prediction defect-detection

UpdatedOct 15, 2024
Jupyter Notebook

ai-se /Smote_tune

ICSE'18: Tuning Smote

optimization genetic-algorithm tuning hyperparameter-optimization classification software-engineering differential-evolution class-imbalance hyperparameter-tuning smote released defect-prediction sbse

UpdatedAug 15, 2018
Python

feiwww /SNS_features_dataset

Software measure datasets of software network structure for defect prediction

dataset software-engineering software-quality defect-prediction software-engineering-data

UpdatedAug 5, 2018

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.

infrastructure-as-code defect-prediction

UpdatedAug 12, 2022

yaoguangluo /sort

极快速微分催化排序，世界最快的排序算法，The Top Sort 20200317

quicksort dna condition filter-design defect-prediction catalytic

UpdatedJan 5, 2022
Java

ai-se /MAHAKIL_imbalance

Mahakil Code

optimization tuning classification software-engineering class-imbalance released defect-prediction sbse mahakil

UpdatedAug 18, 2017
Python

jingslaw /ab-crystal-library

An offline crystal library, which includes about tens of thousand structure calculated by VASP.

gui-application defect-prediction vasp-calculations

UpdatedSep 27, 2021
Python

AravindVasudev /defect-predictor

A ML model that predicts the number of bugs that might occur while reaching the QA Stage.

testing numpy scikit-learn jupyter-notebook pandas scipy matplotlib quality-assurance bugs defect-prediction

UpdatedApr 1, 2017
Jupyter Notebook

Tanwar-12 /Steel-Plate-Defect-Prediction-KAGGLE-COMPETITION-

Predict the probability of various defects on steel plates.

python machine-learning algorithms predictive-modeling defect-prediction

UpdatedMar 20, 2024
Jupyter Notebook

kissjerryfan /machineLearning

a project about software prediction

machine-learning machine-learning-algorithms machinelearning defect-prediction defect-detection

UpdatedSep 2, 2022
Python

linharesh /buggyrank

Buggyrank is a tool that perform bug prediction by analyzing git repositories.

git prediction configuration-management software-engineering defect-prediction

UpdatedJun 20, 2018
Python

arjunrajpal /ParameterTuning

Tuning of parameters of ML algorithms to optimise precision/f-score for fault detection in softwares

random-forest cart simulated-annealing differential-evolution precision parameter-tuning defect-prediction f-score

UpdatedMay 31, 2018
Python

patrick-batman /Early-Welding-Defect-Prediction

Weldright -Techfest repository

machine-learning business-intelligence defect-prediction business-analytics

UpdatedDec 21, 2022
Jupyter Notebook

h4ck3r0 /defect_prediction

defect prediction using machine learning

machine-learning defect-prediction defect-detection

UpdatedMay 17, 2025
Python

SBST-DPG /sbst-dpg

Defect prediction guided search-based software testing (SBST-DPG)

defect-prediction automated-test-generation search-based-software-testing

UpdatedOct 27, 2021
Python

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