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Symbolic AI Workflows with Sole.jl - JuliaCon 2024

Offered By: The Julia Programming Language via YouTube

Tags

Data Mining Courses Decision Trees Courses Syntax Trees Courses

Course Description

Overview

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Explore symbolic AI workflows with Sole.jl in this 10-minute conference talk from JuliaCon 2024. Discover how Sole.jl aims to become the first programming framework specifically designed for symbolic AI, focusing on transparent alternatives to black-box AI algorithms. Learn about the framework's structure, recent advancements, and its potential for rule extraction, data mining, and decision tree/list learning. Gain insights into Sole.jl's vision for processing data, learning rules, trees, lists, and ensembles, as well as post-hoc processing of learned models and knowledge. Access additional resources, including a 10-hour course on Modal Symbolic Learning with Sole.jl and a technical motivation presented at JuliaCon 2023.

Syllabus

Symbolic AI workflows with Sole.jl | Pagliarini | JuliaCon 2024


Taught by

The Julia Programming Language

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