What's New in the Torch Ecosystem - posit::conf(2023)
Presented by Daniel Falbel
torch is an R port of PyTorch, a scientific computing library that enables fast and easy creation and training of deep learning models.
In this talk, you will learn about the latest features and developments in torch, such as luz, a higher-level interface that simplifies your model training code, and vetiver, a new integration that allows you to deploy your torch models with just a few lines of code. You will also see how torch works well with other R packages and tools to enhance your data science workflow. Whether you are new to torch or already an experienced user, this talk will show you how torch can help you tackle your data science challenges and inspire you to build your own models.
Presented at Posit Conference, between Sept 19-20 2023,
Learn more at posit.co/conference.
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Talk Track: Lightning talks.
Session Code: TALK-1163
RStudio
Data Science
Machine Learning
Stats
Tidyverse
Data Visualization
Data Viz
Ggplot
Technology
Coding
Connect
Shiny
Rmarkdown
Package Manager
CRAN
Interoperability
Serious Data Science
Dplyr
Forcats
Ggplot2
Tibble
Readr
Stringr
Tidyr
Purrr
Github
Data Wrangling
Tidy Data
Odbc
Rayshader
Plumber
Blogdown
Gt
Lazy Evaluation
Tidymodels
Statistics
Debugging
Programming Education
Rstats
Open Source
Oss
Quarto
Posit
Python
ML
