research
∙
07/20/2023
Assessing the Use of AutoML for Data-Driven Software Engineering
Background. Due to the widespread adoption of Artificial Intelligence (A...
share
research
∙
03/26/2023
A Lot of Talk and a Badge: An Empirical Analysis of Personal Achievements in GitHub
GitHub has introduced gamification via personal achievements, whereby ba...
research
∙
02/02/2023
Teaching MLOps in Higher Education through Project-Based Learning
Building and maintaining production-grade ML-enabled components is a com...
research
∙
09/23/2022
A Preliminary Investigation of MLOps Practices in GitHub
Background. The rapid and growing popularity of machine learning (ML) ap...
research
∙
05/24/2022
Assessing the Quality of Computational Notebooks for a Frictionless Transition from Exploration to Production
The massive trend of integrating data-driven AI capabilities into tradit...
research
∙
05/24/2022
Pynblint: a Static Analyzer for Python Jupyter Notebooks
Jupyter Notebook is the tool of choice of many data scientists in the ea...
research
∙
02/15/2022
Eliciting Best Practices for Collaboration with Computational Notebooks
Despite the widespread adoption of computational notebooks, little is kn...
research
∙
03/18/2021
KGTorrent: A Dataset of Python Jupyter Notebooks from Kaggle
Computational notebooks have become the tool of choice for many data sci...
research
∙
03/18/2021
Towards Productizing AI/ML Models: An Industry Perspective from Data Scientists
The transition from AI/ML models to production-ready AI-based systems is...
research
∙
03/22/2019
EMTk - The Emotion Mining Toolkit
The Emotion Mining Toolkit (EMTk) is a suite of modules and datasets off...
research
∙
03/08/2019
