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Dyna — Logic Programming for Machine Learning Dyna A Weighted, Declarative, Logic Programming Language About the Language Research Projects Research Papers Downloads About the Dyna Programming Language Dyna is a programming language designed by and for machine learning researchers. Dyna builds on the paradigm of logic programming languages such as Datalog and Prolog. However, Dyna goes much further in that it allows for flexible execution orders and for rules in the program to be " weighted ". This means that we can efficiently express complicated programs in a few lines of code without having to worry about how the program will execute and only focus on what we want computed. For example, we can write our matrix multiplication in a single line of code, as well as the fibonacci sequence , CKY parsing , and even an "infinite" neural network in a few lines of ...
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