Books
Machine Learning in Elixir
Published by The Pragmatic Bookshelf, 2023
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.
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Genetic Algorithms in Elixir
Published by The Pragmatic Bookshelf, 2021
From finance to artificial intelligence, genetic algorithms are a powerful tool with a wide array of applications. This book provides an in-depth look at the algorithms, techniques, and methods that go into writing a genetic algorithm using Elixir. Covering introductory problems to real-world applications, it explores the underlying principles of problem solving using genetic algorithms.
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