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Julia Silge

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How I got unstuck with Pythonposit::conf(2025)2025-09-16
Explains why Python felt stuck a decade ago and names exact fixes: dependency hell is tamed by an all‑in‑one tool called uv that does dependency resolution…
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Introducing Positron, a new data science IDEposit::conf(2024)2024-08-12
Positron is a newly public early beta IDE (six weeks) that runs R and Python via language packs and aims to be extensible to other languages; it ships a new…
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Reliable Maintenance of Machine Learning Modelsposit::conf(2023)2023-09-17
Explains that deployed models need ongoing checks of both software metrics (latency, uptime) and statistical metrics (accuracy, calibration), demonstrates…
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Good Practices for Applied Machine Learningrstudio::conf(2022)2022-07-25
Tidymodels presents a unified R modeling stack (yardstick, tune, recipes, workflows) that encapsulates preprocessing so it applies identically at training and…
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Good Practices for Applied Machine Learningrstudio::conf 20192019-01-15
Tidymodels is a unified R framework that packages recipes (step_date, step_normalize, genre parsing), workflows (bind a recipe to a model like Cubist), and…
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