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You're reading from  Deep Learning for Time Series Cookbook

Product typeBook
Published inMar 2024
PublisherPackt
ISBN-139781805129233
Edition1st Edition
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Authors (2):
Vitor Cerqueira
Vitor Cerqueira
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Vitor Cerqueira

​Vitor Cerqueira is a time series researcher with an extensive background in machine learning. Vitor obtained his Ph.D. degree in Software Engineering from the University of Porto in 2019. He is currently a Post-Doctoral researcher in Dalhousie University, Halifax, developing machine learning methods for time series forecasting. Vitor has co-authored several scientific articles that have been published in multiple high-impact research venues.
Read more about Vitor Cerqueira

Luís Roque
Luís Roque
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Luís Roque

Luís Roque, is the Founder and Partner of ZAAI, a company focused on AI product development, consultancy, and investment in AI startups. He also serves as the Vice President of Data & AI at Marley Spoon, leading teams across data science, data analytics, data product, data engineering, machine learning operations, and platforms. In addition, he holds the position of AI Advisor at CableLabs, where he contributes to integrating the broadband industry with AI technologies. Luís is also a Ph.D. Researcher in AI at the University of Porto's AI&CS lab and oversees the Data Science Master's program at Nuclio Digital School in Barcelona. Previously, he co-founded HUUB, where he served as CEO until its acquisition by Maersk.
Read more about Luís Roque

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Installing PyTorch

To start with PyTorch, we need to install it first. As of the time of writing, PyTorch supports Linux, macOS, and Windows platforms. Here, we will guide you through the installation process on these operating systems.

Getting ready

PyTorch is usually installed via pip or Anaconda. We recommend creating a new Python environment before installing the library, especially if you will be working on multiple Python projects on your system. This is to prevent any conflicts between different versions of Python libraries that different projects may require.

How to do it…

Let’s see how to install PyTorch. We’ll describe how to do this using either pip or Anaconda. We’ll also provide some information about how to use a CUDA environment.

If you’re using pip, Python’s package manager, you can install PyTorch by running the following command in your terminal:

pip install torch

With the Anaconda Python distribution,...

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Deep Learning for Time Series Cookbook
Published in: Mar 2024Publisher: PacktISBN-13: 9781805129233

Authors (2)

author image
Vitor Cerqueira

​Vitor Cerqueira is a time series researcher with an extensive background in machine learning. Vitor obtained his Ph.D. degree in Software Engineering from the University of Porto in 2019. He is currently a Post-Doctoral researcher in Dalhousie University, Halifax, developing machine learning methods for time series forecasting. Vitor has co-authored several scientific articles that have been published in multiple high-impact research venues.
Read more about Vitor Cerqueira

author image
Luís Roque

Luís Roque, is the Founder and Partner of ZAAI, a company focused on AI product development, consultancy, and investment in AI startups. He also serves as the Vice President of Data & AI at Marley Spoon, leading teams across data science, data analytics, data product, data engineering, machine learning operations, and platforms. In addition, he holds the position of AI Advisor at CableLabs, where he contributes to integrating the broadband industry with AI technologies. Luís is also a Ph.D. Researcher in AI at the University of Porto's AI&CS lab and oversees the Data Science Master's program at Nuclio Digital School in Barcelona. Previously, he co-founded HUUB, where he served as CEO until its acquisition by Maersk.
Read more about Luís Roque