ENGLISH

Machine Learning in Elixir: Learning to Learn with Nx and Axon

By Sean Moriarity

Book information

Publisher
Pragmatic Bookshelf
Year
2024
ISBN
9798888650349, 9781680507942, 9781680506204, 9781680506600, 9781680502558, 9781680502435, 9781680500417, 9798888650318, 9781680502992
Language
english
Format
EPUB
Filesize
7 MB (6911976 bytes)
Pages
374\0
Orientation
landscape
Paginated
yes
Scanned
no
Time added
2024-09-20 20:51:15

Description

Stable Diffusion, ChatGPT, Whisper - these are just a few examples of incredible applications powered by developments in machine learning. Despite the ubiquity of machine learning applications running in production, there are only a few viable language choices for data science and machine learning tasks. Elixir's Nx project seeks to change that. With Nx, you can leverage the power of machine learning in your applications, using the battle-tested Erlang VM in a pragmatic language like Elixir. In this book, you'll learn how to leverage Elixir and the Nx ecosystem to solve real-world problems in computer vision, natural language processing, and more. The Elixir Nx project aims to make machine learning possible without the need to leave Elixir for solutions in other languages. And even if concepts like linear models and logistic regression are new to you, you'll be using them and much more to solve real-world problems in no time. Start with the basics of the Nx...

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