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ML (Meta Language) is a general-purpose, high-level, functional programming language.It is known for its use of the polymorphic Hindley–Milner type system, which automatically assigns the data types of most expressions without requiring explicit type annotations (type inference), and ensures type safety; there is a formal proof that a well-typed ML program does not cause runtime type errors. [1]
Standard ML (SML) is a general-purpose, high-level, modular, functional programming language with compile-time type checking and type inference. It is popular for writing compilers , for programming language research , and for developing theorem provers .
[3] [4] The application of ML to business problems is known as predictive analytics. Statistics and mathematical optimization (mathematical programming) methods comprise the foundations of machine learning. Data mining is a related field of study, focusing on exploratory data analysis (EDA) via unsupervised learning. [6] [7]
Extended ML is a general-purpose, high-level, wide-spectrum programming language based on the languages ML and Standard ML, covering both program specification and implementation. It extends the syntax of ML to include axioms , which do not need to be executable but can rigorously specify the behavior of a program.
This family of programming languages includes all those that are descendants of the ML programming language. Subcategories.
Machine learning (ML) is a subfield of artificial intelligence within computer science that evolved from the study of pattern recognition and computational learning theory. [1] In 1959, Arthur Samuel defined machine learning as a "field of study that gives computers the ability to learn without being explicitly programmed". [ 2 ]
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Concurrent ML (CML) is a multi-paradigm, general-purpose, high-level, functional programming language.It is a dialect of the programming language ML which is a concurrent extension of the Standard ML language, characterized by its ability to allow creating composable communication abstractions that are first-class rather than built into the language.