An Exploratory Study of Dataset and Model Management in Open Source Machine Learning Applications
Author:
Affiliation:
1. Electrical and Computer Engineering, University of Alberta, Edmonton, Alberta, Canada
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3644815.3644963
Reference29 articles.
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2. Software Engineering for Machine Learning: A Case Study
3. Software Engineering Challenges of Deep Learning
4. On the Co-evolution of ML Pipelines and Source Code - Empirical Study of DVC Projects
5. A Preliminary Investigation of MLOps Practices in GitHub
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