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Data Science Through the Looking Glass: Analysis of Millions of GitHub Notebooks and ML.NET Pipelines.

, , , , , , , , , , , , , и . SIGMOD Rec., 51 (2): 30-37 (2022)

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Matteo Garavoglia

Matteo Gabba

Matteo Bertini

Matteo Rini

Marco Matteo

 

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Using a HMM based approach for mapping keyword queries into database terms., , , , , и . SEBD, стр. 239-246. Curran Associates, (2013)On the CALM Principle for Bulk Synchronous Parallel Computation., и . CoRR, (2014)Reasoning about Knowledge in Distributed Systems Using Datalog.. Datalog, том 7494 из Lecture Notes in Computer Science, стр. 99-110. Springer, (2012)Towards Declarative Imperative Data-parallel Systems., , и . SEBD, стр. 97-104. (2014)Data Science Through the Looking Glass: Analysis of Millions of GitHub Notebooks and ML.NET Pipelines., , , , , , , , , и 4 other автор(ы). SIGMOD Rec., 51 (2): 30-37 (2022)Data Debugging with Shapley Importance over End-to-End Machine Learning Pipelines., , , , , , и . CoRR, (2022)Data Science through the looking glass and what we found there., , , , , , , , , и 1 other автор(ы). CoRR, (2019)Steering Query Optimizers: A Practical Take on Big Data Workloads., , , , , , и . SIGMOD Conference, стр. 2557-2569. ACM, (2021)Transforming ML Predictive Pipelines into SQL with MASQ., , , , и . SIGMOD Conference, стр. 2696-2700. ACM, (2021)Query Processing on Gaming Consoles., , , , , , , , , и . DaMoN, стр. 86-88. ACM, (2023)