Search Results for author: Louis Mandel

Found 6 papers, 2 papers with code

Ansible Lightspeed: A Code Generation Service for IT Automation

no code implementations27 Feb 2024 Priyam Sahoo, Saurabh Pujar, Ganesh Nalawade, Richard Gebhardt, Louis Mandel, Luca Buratti

The analysis shows that the user acceptance rate of Ansible Lightspeed suggestions is higher than comparable tools that are more general and not specific to a programming language.

Code Generation

Learning Transfers over Several Programming Languages

no code implementations25 Oct 2023 Razan Baltaji, Saurabh Pujar, Louis Mandel, Martin Hirzel, Luca Buratti, Lav Varshney

Third, which characteristics of a language pair are predictive of transfer performance, and how does that depend on the given task.

Cross-Lingual Transfer In-Context Learning +1

Learning GraphQL Query Costs (Extended Version)

no code implementations25 Aug 2021 Georgios Mavroudeas, Guillaume Baudart, Alan Cha, Martin Hirzel, Jim A. Laredo, Malik Magdon-Ismail, Louis Mandel, Erik Wittern

GraphQL is a query language for APIs and a runtime for executing those queries, fetching the requested data from existing microservices, REST APIs, databases, or other sources.

Yaps: Python Frontend to Stan

1 code implementation6 Dec 2018 Guillaume Baudart, Martin Hirzel, Kiran Kate, Louis Mandel, Avraham Shinnar

Stan is a popular probabilistic programming language with a self-contained syntax and semantics that is close to graphical models.

Programming Languages

Deep Probabilistic Programming Languages: A Qualitative Study

no code implementations17 Apr 2018 Guillaume Baudart, Martin Hirzel, Louis Mandel

Deep probabilistic programming languages try to combine the advantages of deep learning with those of probabilistic programming languages.

BIG-bench Machine Learning Probabilistic Programming

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