Real name: 
Ritu Kapur
First Name: 
Ritu
Last Name: 
Kapur

Datasets & Competitions

Architectural Patterns Dataset

<p>The dataset comprises 2035 images from 14 different software architectural patterns (100+ images each), viz., Broker, Client Server, Microkernel, Repository, Publisher-Subscriber, Peer-to-Peer, Event Bus, Model View Controller, REST, Layered, Presentation Abstraction Controller, Microservices, and Space-based patterns.</p>

Categories:
Artificial Intelligence
Image Processing
Machine Learning
Education
Other
753 Views

Software Development Effort Estimation (SDEE) and Developer Activity Information dataset

The dataset contains Software Development Effort Estimation (SDEE) metrics values extracted from around 1800 Open Source Software (OSS) repositories of GitHub.

Categories:
Machine Learning
Computational Intelligence
3976 Views

Defect Prediction - Programming Construct Usage - dataset

The database contains PROCON metrics values extracted from more than 30400 source code files (with 14950 bug reports) of GitHub repository.  Various Machine earning (ML) models trained using PROCON metrics outperform the ones trained using OO metrics of PROMISE repository.

Categories:
Reliability
Computational Intelligence
373 Views