Discrete Fourier Transform - with torch
About the Fourier Transform, it has been said that it is one of the greatest wonders of the universe. At the same time, it can be realized in a mere half-dozen lines of code.
RStudio AI Blog22 min read
TensorFlow
81 stories
Five ways to do least squares (with torch)
Get to know torch's linalg module, all while learning about different ways to do least-squares regression from scratch. This post is a condensed version of the corresponding chapter in the forthcoming book, Deep Learning and Scientific Computing with R torch, to be published by CRC Press.
RStudio AI Blog21 min read
Audio classification with torch
Learn how to classify speech utterances with torch, making use of domain knowledge and deep learning. This post is a condensed version of the corresponding chapter in the forthcoming book, Deep Learning and Scientific Computing with R torch, to be published by CRC Press.
RStudio AI Blog12 min read
Introducing the text package
The text package attempts to provide user-friendly access and pipelines to HuggingFace's transformer language models in R.
RStudio AI Blog5 min read
luz 0.3.0
luz version 0.3.0 is now on CRAN. luz is a high-level interface for torch.
RStudio AI Blog5 min read
TensorFlow and Keras 2.9
New TensorFlow and Keras releases bring improvements big and small.
RStudio AI Blog3 min read
Deep Learning with R, 2nd Edition
Announcing the release of "Deep Learning with R, 2nd Edition," a book that shows you how to get started with deep learning in R.
RStudio AI Blog3 min read
Community spotlight: Fun with torchopt
Today, we want to call attention to a highly useful package in the torch ecosystem: torchopt. It extends torch by providing a set of popular optimization algorithms not available in the base library. As this post will show, it is also fun to use!
RStudio AI Blog10 min read
How to Build an Open-Domain Question Answering System?
[Updated on 2020-11-12: add an example on closed-book factual QA using OpenAI API (beta). A model that can answer any question with regard to factual knowledge can lead to many useful and practical applications, such as working as a chatbot or an AI assistant🤖.
Lil'Log (Lilian Weng)32 min read
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