Abstract
Continuous integration (CI) has been a de facto standard for building industrial-strength software. Yet, there is little attention towards applying CI to the development of machine learning (ML) applications until the very recent effort on the theoretical side. In this paper, we take a step forward to bring the theory into practice.
We develop the first CI system for ML, to the best of our knowledge, that integrates seamlessly with existing ML development tools. We present its design and implementation details. © 2020 Association for Computing Machinery. Show more
Publication status
publishedExternal links
Book title
KDD '20: Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data MiningPages / Article No.
Publisher
Association for Computing MachineryEvent
Organisational unit
09588 - Zhang, Ce (ehemalig) / Zhang, Ce (former)
Notes
Due to the Corona virus (COVID-19) the conference was conducted virtually.More
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