RStudio AI

A first look at federated learning with TensorFlow

The term "federated learning" was coined to describe a form of distributed model...

pins 0.4: Versioning

A new release of pins is available on CRAN today. This release adds support to t...

Convolutional LSTM for spatial forecasting

In forecasting spatially-determined phenomena (the weather, say, or the next fra...

Forecasting El Niño-Southern Oscillation (ENSO)

El Niño-Southern Oscillation (ENSO) is an atmospheric phenomenon, located in the...

Simple audio classification with torch

This article translates Daniel Falbel's post on "Simple Audio Classification" fr...

torch, tidymodels, and high-energy physics

Today we introduce tabnet, a torch implementation of "TabNet: Attentive Interpre...

First mlverse survey results – software, applications, ...

Last month, we conducted our first survey on mlverse software, covering topics r...

Introductory time-series forecasting with torch

This post is an introduction to time-series forecasting with torch. Central topi...

torch time series continued: A first go at multi-step p...

We continue our exploration of time-series forecasting with torch, moving on to ...

torch time series, take three: Sequence-to-sequence pre...

In our overview of techniques for time-series forecasting, we move on to sequenc...

Group-equivariant neural networks with escnn

Escnn, built on PyTorch, is a library that, in the spirit of Geometric Deep Lear...

torch 0.9.0

torch v0.9.0 is now on CRAN. This version adds support for ARM systems running m...

luz 0.4.0

luz v0.4.0 is now on CRAN. This release adds support for training models on ARM ...

torch 0.10.0

torch v0.10.0 is now on CRAN. This version upgraded the underlying LibTorch to 1...

De-noising Diffusion with torch

Currently, in generative deep learning, no other approach seems to outperform th...

Deep Learning and Scientific Computing with R torch: th...

Please allow us to introduce Deep Learning and Scientific Computing with R torch...

Implementing rotation equivariance: Group-equivariant C...

We code up a simple group-equivariant convolutional neural network (GCNN) that i...

Upside down, a cat's still a cat: Evolving image recogn...

In this first in a series of posts on group-equivariant convolutional neural net...

AO, NAO, ENSO: A wavelet analysis example

El Niño-Southern Oscillation (ENSO), North Atlantic Oscillation (NAO), and Arcti...

Wavelet Transform - with torch

torch does not have built-in functionality to do wavelet analysis. But we can ef...

Introducing Keras 3 for R

We are thrilled to introduce {keras3}, the next version of the Keras R package. ...

LLaMA in R with Keras and TensorFlow

Implementation and walk-through of LLaMA, a Large Language Model, in R, with Ten...

torch 0.11.0

torch v0.11.0 is now on CRAN. This release features much-enhanced support for ex...

safetensors 0.1.0

Announcing safetensors, a new R package allowing for reading and writing files i...

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