Metatheory.jl

General purpose metaprogramming and algebraic computation library for the Julia programming language
Author 986895
Popularity
113 Stars
Updated Last
1 Year Ago
Started In
January 2021

Metatheory.jl

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Metatheory.jl is a general purpose metaprogramming and algebraic computation library for the Julia programming language, designed to take advantage of the powerful reflection capabilities to bridge the gap between symbolic mathematics, abstract interpretation, equational reasoning, optimization, composable compiler transforms, and advanced homoiconic pattern matching features. The core feature of Metatheory.jl is e-graph rewriting, a fresh approach to term rewriting achieved through an equality saturation algorithm.

Intuitively, Metatheory.jl transforms Julia expressions in other Julia expressions and can achieve such at both compile and run time. This allows Metatheory.jl users to perform customized and composable compiler optimization specifically tailored to single, arbitrary Julia packages. Our library provides a simple, algebraically composable interface to help scientists in implementing and reasoning about semantics and all kinds of formal systems, by defining concise rewriting rules in pure, syntactically valid Julia on a high level of abstraction. Our implementation of equality saturation on e-graphs is based on the excellent, state-of-the-art technique implemented in the egg library, reimplemented in pure Julia.

Recommended Readings - Selected Publications

Contributing

If you'd like to give us a hand and contribute to this repository you can:

If you enjoy Metatheory.jl and would like to help, please also consider a tiny donation. It can help me a lot in actively developing this project.

Please note that Metatheory.jl is in an experimental alpha stage and many things are going to change

Installation

You can install the stable version:

julia> using Pkg; Pkg.add("Metatheory")

Or you can install the developer version (recommended by now for latest bugfixes)

julia> using Pkg; Pkg.add(url="https://github.com/0x0f0f0f/Metatheory.jl")

Usage

Since Metatheory.jl relies on RuntimeGeneratedFunctions.jl, you have to call @metatheory_init in the module where you are going to use Metatheory.

using Metatheory
using Metatheory.EGraphs

@metatheory_init

Documentation

Narrative and API documentation for Metatheory.jl is available here

Citing

If you use Metatheory.jl in your research, please cite our works.

Used By Packages

No packages found.