Tag: Blog
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Posit AI Weblog: Revisiting Keras for R
[ad_1] Earlier than we even discuss new options, allow us to reply the plain query. Sure, there will likely be a second version of Deep Studying for R! Reflecting what has been happening within the meantime, the brand new version covers an prolonged set of confirmed architectures; on the identical time, you’ll discover that intermediate-to-advanced…
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Azure Databricks: Differentiated synergy | Microsoft Azure Weblog
[ad_1] Firms have lengthy collected knowledge from varied sources, resulting in the event of knowledge lakes for storing knowledge at scale. Nevertheless, knowledge lakes lacked vital options resembling knowledge high quality. The Lakehouse structure emerged to deal with the restrictions of knowledge warehouses and knowledge lakes. Lakehouse is a strong framework for enterprise knowledge infrastructure,…
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Posit AI Weblog: torch exterior the field
[ad_1] For higher or worse, we stay in an ever-changing world. Specializing in the higher, one salient instance is the abundance, in addition to speedy evolution of software program that helps us obtain our objectives. With that blessing comes a problem, although. We’d like to have the ability to really use these new options, set…
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Posit AI Weblog: Neighborhood highlight: Enjoyable with torchopt
[ad_1] From the start, it has been thrilling to look at the rising variety of packages creating within the torch ecosystem. What’s superb is the number of issues folks do with torch: lengthen its performance; combine and put to domain-specific use its low-level computerized differentiation infrastructure; port neural community architectures … and final however not…
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Posit AI Weblog: TensorFlow and Keras 2.9
[ad_1] The discharge of Deep Studying with R, 2nd Version coincides with new releases of TensorFlow and Keras. These releases convey many refinements that permit for extra idiomatic and concise R code. First, the set of Tensor strategies for base R generics has vastly expanded. The set of R generics that work with TensorFlow Tensors…
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Posit AI Weblog: luz 0.3.0
[ad_1] We’re comfortable to announce that luz model 0.3.0 is now on CRAN. This launch brings a couple of enhancements to the training charge finder first contributed by Chris McMaster. As we didn’t have a 0.2.0 launch put up, we will even spotlight a couple of enhancements that date again to that model. What’s luz?…
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Posit AI Weblog: Introducing the textual content bundle
[ad_1] AI-based language evaluation has just lately gone by a “paradigm shift” (Bommasani et al., 2021, p. 1), thanks partly to a brand new method known as transformer language mannequin (Vaswani et al., 2017, Liu et al., 2019). Corporations, together with Google, Meta, and OpenAI have launched such fashions, together with BERT, RoBERTa, and GPT, which…
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Posit AI Weblog: Audio classification with torch
[ad_1] Variations on a theme Easy audio classification with Keras, Audio classification with Keras: Trying nearer on the non-deep studying elements, Easy audio classification with torch: No, this isn’t the primary submit on this weblog that introduces speech classification utilizing deep studying. With two of these posts (the “utilized” ones) it shares the final setup,…
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IoT Time Collection Evaluation | Databricks Weblog
[ad_1] Introduction The Web of Issues (IoT) is producing an unprecedented quantity of information. IBM estimates that annual IoT knowledge quantity will attain roughly 175 zettabytes by 2025. That’s lots of of trillions of Gigabytes! In response to Cisco, if every Gigabyte in a Zettabyte have been a brick, 258 Nice Partitions of China might…
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Posit AI Weblog: Discrete Fourier Rework
[ad_1] Word: This put up is an excerpt from the forthcoming e book, Deep Studying and Scientific Computing with R torch. The chapter in query is on the Discrete Fourier Rework (DFT), and is situated partly three. Half three is devoted to scientific computation past deep studying. There are two chapters on the Fourier Rework.…