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...

luz 0.4.0

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

Introducing the text package

The text package attempts to provide user-friendly access and pipelines to Huggi...

Audio classification with torch

Learn how to classify speech utterances with torch, making use of domain knowled...

Five ways to do least squares (with torch)

Get to know torch's linalg module, all while learning about different ways to do...

Discrete Fourier Transform - with torch

About the Fourier Transform, it has been said that it is one of the greatest won...

torch 0.9.0

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

Wavelet Transform - with torch

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

AO, NAO, ENSO: A wavelet analysis example

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

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...

Implementing rotation equivariance: Group-equivariant C...

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

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

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

De-noising Diffusion with torch

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

torch 0.10.0

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

luz 0.3.0

luz version 0.3.0 is now on CRAN. luz is a high-level interface for torch.

Group-equivariant neural networks with escnn

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

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...

GPT-2 from scratch with torch

Implementing a language model from scratch is, arguably, the best way to develop...

What are Large Language Models? What are they not?

This is a high-level, introductory article about Large Language Models (LLMs), t...

Understanding LoRA with a minimal example

LoRA (Low Rank Adaptation) is a new technique for fine-tuning deep learning mode...

Hugging Face Integrations

Hugging Face rapidly became a very popular platform to build, share and collabor...

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