~/talk

What's New in the Torch Ecosystem

on YouTube 05m
Talkat posit::conf(2023) · 2023-09-17..09-20· [machine-learning]

speaker

name:Daniel Falbel
bluesky:dfalbel.bsky.social

resources

video:https://youtu.be/FQ9R30XUHcU
slides:none on file

summary

Torch is an R port of PyTorch with GPU acceleration, automatic differentiation, and standard layers and optimizers; a new free book Deep Learning and Scientific Computing with R Torch teaches hands‑on model code. High‑level training is handled by luz (fastai/Keras‑style API that moves devices, runs epochs, supports callbacks), one‑line tabular recipes with tabnet and brulee (tidymodels wrappers), deployment via vetiver, and Hugging Face model loading so large pretrained weights can run in R without Python.

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