defect-prediction

There are 6 repositories under defect-prediction topic.

wogscpar / SZZUnleashed
An implementation of the SZZ algorithm, i.e., an approach to identify bug-introducing commits.
szz-algorithm szz git defect-prediction software-engineering-research mining-software-repositories
Language:Java 105
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.
neu-det defect-detection defect-prediction segmentation-models unet-image-segmentation unet-pytorch resnet resnet-18 pytorch deep-learning deep-neural-networks
Language:Jupyter Notebook 71
sherbold / CrossPare
Cross-project defection prediction tooling
weka defect-prediction wrapper
Language:Java 16
felixSchober / Defect-Prediction
Defect prediction of java projects using neural networks.
defect-prediction machine-learning neural-network python syntax-tree tensorflow
Language:Python 15
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-algorithms fault-tolerance software-engineering prediction fault-prediction defect-prediction machine-learning predictive-models defect-datasets cm1 jm1 pc1
Language:Jupyter Notebook 13
ai-se / Smote_tune
ICSE'18: Tuning Smote
hyperparameter-optimization hyperparameter-tuning optimization tuning defect-prediction classification sbse software-engineering class-imbalance smote genetic-algorithm differential-evolution released
Language:Python 10
feiwww / SNS_features_dataset
Software measure datasets of software network structure for defect prediction
dataset software-engineering software-quality defect-prediction software-engineering-data
8
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 catalytic dna defect-prediction condition filter-design
Language:Java 7
ai-se / MAHAKIL_imbalance
Mahakil Code
optimization tuning sbse software-engineering mahakil defect-prediction classification class-imbalance released
Language:Python 6
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.
defect-prediction infrastructure-as-code
6
AravindVasudev / defect-predictor
A ML model that predicts the number of bugs that might occur while reaching the QA Stage.
numpy scipy pandas matplotlib scikit-learn jupyter-notebook defect-prediction bugs testing quality-assurance
Language:Jupyter Notebook 5
jingslaw / ab-crystal-library
An offline crystal library, which includes about tens of thousand structure calculated by VASP.
vasp-calculations defect-prediction gui-application
Language:Python 5
arjunrajpal / ParameterTuning
Tuning of parameters of ML algorithms to optimise precision/f-score for fault detection in softwares
parameter-tuning defect-prediction differential-evolution simulated-annealing random-forest cart precision f-score
Language:Python 3
linharesh / buggyrank
Buggyrank is a tool that perform bug prediction by analyzing git repositories.
configuration-management defect-prediction git prediction software-engineering
Language:Python 3
SBST-DPG / sbst-dpg
Defect prediction guided search-based software testing (SBST-DPG)
search-based-software-testing automated-test-generation defect-prediction
Language:Python 3
kissjerryfan / machineLearning
a project about software prediction
defect-detection defect-prediction machine-learning machine-learning-algorithms machinelearning
Language:Python 2
mrksbrg / SZZUnleashed
An implementation of the SZZ algorithm, i.e., an approach to identify bug-introducing commits.
szz szz-algorithm mining-software-repositories git defect-prediction software-engineering-research
Language:Java 2
Tanwar-12 / Steel-Plate-Defect-Prediction-KAGGLE-COMPETITION-
Predict the probability of various defects on steel plates.
algorithms defect-prediction machine-learning predictive-modeling python
Language:Jupyter Notebook 2
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).
latent-dirichlet-allocation support-vector-machine defect-prediction natural-language-processing topic-modeling
Language:Jupyter Notebook 2
abhishek-7 / DSE_GA
genetic-algorithm machine-learning software defect-prediction
Language:Jupyter Notebook 1
ai-se / e-dom
Epsilon domination
hyperparameter-optimization hyperparameter-tuning optimization tuning defect-prediction classification sbse software-engineering fft genetic-algorithm dodge uci bad-smell issue-close-time text-mining
Language:Scilab 1
patrick-batman / Early-Welding-Defect-Prediction
Weldright -Techfest repository
business-analytics business-intelligence defect-prediction machine-learning
Language:Jupyter Notebook 1
toashiqur / Defect-Prediction-Using-RCLUV
Replication package for Software Defect Prediction Using Rich Contextualized Language Use Vectors
machine-learning defect-prediction replication datasets vectors
1
bmuscede / NetworkMine
GitHub network mining tool to predict defects in projects.
github defect-prediction boa social-networks
Language:Java 0
nazgol-nikravesh / DEPTs
DEPTs: Parameter tuning for software fault prediction with different variants of differential evolution *** Parameter tuners for software analytics problems ***
cart defect-prediction differential-evolution grid-search grid-search-hyperparameters hyperparameter-optimization knn-classification parameter-tuning random-forest random-search-optimization random-seed svm-classifier
Language:Python 0
rozakinci / phd_thesis_app
A fuzzy TOPSIS implementation and its usage for selecting a software defect prediction method
fuzzy mcda topsis angular defect-prediction java spring-boot
Language:Java 0
Gaurav7888 / Software_Defect_Prediction
Defect prediction in Softwares. The Metrics Data Program dataset provided by NASA has been used.
defect defect-prediction software
Language:Jupyter Notebook
markus7800 / firefox-performance-regressions
Code of Master's thesis Machine Learning for Interactive Performance Prediction
defect-prediction firefox machine-learning master-thesis performance
Language:Python
radon-h2020 / radon-defect-prediction-cli
The RADON defect predictor for IaC based on the Scikit-learn Python framework
defect-prediction iac cli
Language:Python

defect-prediction

wogscpar / SZZUnleashed

siddhartamukherjee / NEU-DET-Steel-Surface-Defect-Detection

sherbold / CrossPare

felixSchober / Defect-Prediction

razuswe / softwareFaultPrediction

ai-se / Smote_tune

feiwww / SNS_features_dataset

yaoguangluo / sort

ai-se / MAHAKIL_imbalance

stefanodallapalma / TSE-2020-05-0217

AravindVasudev / defect-predictor

jingslaw / ab-crystal-library

arjunrajpal / ParameterTuning

linharesh / buggyrank

SBST-DPG / sbst-dpg

kissjerryfan / machineLearning

mrksbrg / SZZUnleashed

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

vivek7266 / commitz

abhishek-7 / DSE_GA

ai-se / e-dom

patrick-batman / Early-Welding-Defect-Prediction

toashiqur / Defect-Prediction-Using-RCLUV

bmuscede / NetworkMine

nazgol-nikravesh / DEPTs

rozakinci / phd_thesis_app

Gaurav7888 / Software_Defect_Prediction

markus7800 / firefox-performance-regressions

radon-h2020 / radon-defect-prediction-cli