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TensorFlow

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  • safetensors 0.1.0

    Announcing safetensors, a new R package allowing for reading and writing files in the safetensors format.

    RStudio AI Blog4 min read

  • torch 0.11.0

    torch v0.11.0 is now on CRAN. This release features much-enhanced support for executing JIT operations. We also amended loading of model parameters, and added a few quality-of-life improvements, like support for temporarily modifying the default torch device, support for specifying data types as…

    RStudio AI Blog4 min read

  • Visualizing and interpreting decision trees

    The dtreeviz library takes this to the next level with powerful, helpful and super beautiful visualizations. Here's more about it and how to use it.

    TensorFlow Blog5 min read

  • Group-equivariant neural networks with escnn

    Escnn, built on PyTorch, is a library that, in the spirit of Geometric Deep Learning, provides a high-level interface to designing and training group-equivariant neural networks. This post introduces important mathematical concepts, the library's key actors, and essential library use.

    RStudio AI Blog16 min read

  • luz 0.4.0

    luz v0.4.0 is now on CRAN. This release adds support for training models on ARM Mac GPUs, reduces the overhead of using luz, and makes it easier to checkpoint and resume failed runs.

    RStudio AI Blog4 min read

  • torch 0.10.0

    torch v0.10.0 is now on CRAN. This version upgraded the underlying LibTorch to 1.13.1, and added support for Automatic Mixed Precision. As an experimental feature, we now also support pre-built binaries, so you can install torch without having to deal with the CUDA installation.

    RStudio AI Blog5 min read

  • De-noising Diffusion with torch

    Currently, in generative deep learning, no other approach seems to outperform the family of diffusion models. Would you like to try for yourself? If so, our torch implementation of de-noising diffusion provides an easy-to-use, easy-to-configure interface.

    RStudio AI Blog7 min read

  • Deep Learning and Scientific Computing with R torch: the book

    Please allow us to introduce Deep Learning and Scientific Computing with R torch. Released in e-book format today, and available freely online, this book starts out by introducing torch basics. From there, it moves on to various deep-learning use cases.

    RStudio AI Blog4 min read

  • I uncovered 1700 Coursera Courses that Are Still Completely Free

    By Dhawal Shah Is Coursera Free? At Class Central, we get that question so often that I wrote a guide to answer it. Nowadays, most Coursera courses are free to audit. But if you want to complete graded assignments or get a course certificate, you hav...

    freeCodeCamp — Startup84 min read

  • AO, NAO, ENSO: A wavelet analysis example

    El Niño-Southern Oscillation (ENSO), North Atlantic Oscillation (NAO), and Arctic Oscillation (AO) are atmospheric phenomena of global impact that strongly affect people's lives.

    RStudio AI Blog19 min read

  • Wavelet Transform - with torch

    torch does not have built-in functionality to do wavelet analysis. But we can efficiently implement what we need, making use of the Fast Fourier Transform (FFT). This post is a very first introduction to wavelets, suitable for readers that have not encountered it before.

    RStudio AI Blog18 min read

  • torch 0.9.0

    torch v0.9.0 is now on CRAN. This version adds support for ARM systems running macOS, and brings significant performance improvements.

    RStudio AI Blog4 min read

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