Torch
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Posit AI Blog: torch outside the box
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For better or worse, we live in an ever-changing world. Focusing on the better, one salient example is the abundance, as well as rapid evolution of ...

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Posit AI Blog: torch outside the box
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For better or worse, we live in an ever-changing world. Focusing on the better, one salient example is the abundance, as well as rapid evolution of ...

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Posit AI Blog: Community spotlight: Fun with torchopt
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From the beginning, it has been exciting to watch the growing number of packages developing in the torch ecosystem. What’s amazing is the variety of ...

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Posit AI Blog: Community spotlight: Fun with torchopt
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From the beginning, it has been exciting to watch the growing number of packages developing in the torch ecosystem. What’s amazing is the variety of ...

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Posit AI Blog: luz 0.3.0
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We are happy to announce that luz version 0.3.0 is now on CRAN. This release brings a few improvements to the learning rate finder first contributed by ...

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Posit AI Blog: Audio classification with torch
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Variations on a theme Simple audio classification with Keras, Audio classification with Keras: Looking closer at the non-deep learning parts, Simple audio ...

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Five ways to do least squares (with torch)
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Note: This post is a condensed version of a chapter from part three of the forthcoming book, Deep Learning and Scientific Computing with R torch. Part ...

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Posit AI Blog: Discrete Fourier Transform
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Note: This post is an excerpt from the forthcoming book, Deep Learning and Scientific Computing with R torch. The chapter in question is on the Discrete ...

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Posit AI Blog: torch 0.9.0
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We are happy to announce that torch v0.9.0 is now on CRAN. This version adds support for ARM systems running macOS, and brings significant performance ...

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Posit AI Blog: Wavelet Transform
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Note: Like several prior ones, this post is an excerpt from the forthcoming book, Deep Learning and Scientific Computing with R torch. And like many ...

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Posit AI Blog: AO, NAO, ENSO: A wavelet analysis example
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Recently, we showed how to use torch for wavelet analysis. A member of the family of spectral analysis methods, wavelet analysis bears some similarity to ...

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Evolving image recognition with Geometric Deep Learning
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This is the first in a series of posts on group-equivariant convolutional neural networks (GCNNs). Today, we keep it short, high-level, and conceptual; ...

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