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Artificial Intelligence for IoT Cookbook

You're reading from  Artificial Intelligence for IoT Cookbook

Product type Book
Published in Mar 2021
Publisher Packt
ISBN-13 9781838981983
Pages 260 pages
Edition 1st Edition
Languages
Author (1):
Michael Roshak Michael Roshak
Profile icon Michael Roshak

Table of Contents (11) Chapters

Preface 1. Setting Up the IoT and AI Environment 2. Handling Data 3. Machine Learning for IoT 4. Deep Learning for Predictive Maintenance 5. Anomaly Detection 6. Computer Vision 7. NLP and Bots for Self-Ordering Kiosks 8. Optimizing with Microcontrollers and Pipelines 9. Deploying to the Edge 10. About Packt

Installing PyTorch

PyTorch is a popular ML library written in native Python and has built-in support for GPUs. Installing PyTorch is very similar to installing TensorFlow. You can install it via PyPI in the Create | Library menu choice. In the PyPI import library menu, put in the current version of PyPI (torch==1.1.0.post2). The installation steps are as follows:

  1. Go to https://pypi.org/ and search for PyTorch.
  2. Copy the name and version number you want in this format: torch==1.1.0.post2
  3. In the Workspace tab of Databricks, right-click anywhere and from the dropdown, click on Create and then Library.
  1. Select PyPI as the library source.
  2. Copy the name of the library and the version number and paste that into the Package section.
  3. Click Create.

If you have already created a cluster, you can attach PyTorch to it. You can also install PyTorch on all clusters. 

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