Mat2
mat2 is an open-source MATLAB-to-Python converter that automates the process of translating MATLAB code into Python. It scans MATLAB code to build an abstract syntax tree representation, then traverses the tree to generate equivalent Python code.
matlab
python
converter
open-source
mat2: Open-Source MATLAB-to-Python Converter
Automatically translates MATLAB code into Python with mat2, an open-source tool that scans and traverses abstract syntax trees for seamless conversion.
What is Mat2?
mat2 is an open-source tool that helps convert MATLAB code into Python automatically. It was created to make the process of migrating from MATLAB to Python easier by analyzing MATLAB code, understanding the syntax and semantics, and producing Python code that replicates the original functionality.
Here are some key features of mat2:
- Parses MATLAB code and builds an abstract syntax tree (AST) to understand the structure and meaning of the code.
- Contains a robust set of visitors that traverse the AST to emit Python code with similar constructs.
- Handles a wide range of MATLAB language features including matrices and linear algebra operations, data structures, IO, plotting, and more.
- Output Python code follows Pythonic conventions and coding idioms as much as possible.
- Customizable through plugins to modify or enhance translation for specific needs.
- Open source with an MIT license, supported by an active community.
Some use cases where mat2 excels:
- Migrating legacy MATLAB codebases to Python, one module at a time.
- Converting MATLAB algorithms and prototypes into production-grade Python.
- Translating academic MATLAB projects into Python for open sourcing.
- Teaching Python to new programmers familiar with MATLAB syntax.
While mat2 covers a large subset of language features, very complex MATLAB code may still require some manual intervention. But it can take care of the bulk of translation work automatically. Overall mat2 aims to simplify transitioning from MATLAB to Python significantly.
Mat2 Features
Features
- Automatically converts MATLAB code to Python
- Supports a wide range of MATLAB language constructs and functions
- Preserves comments and formatting of original MATLAB code
- Handles MATLAB matrices and arrays seamlessly in Python
- Easy to install and use with simple command-line interface
- Open source and free to use
Pricing
- Open Source
- Free
Pros
Saves time by automating translation of MATLAB code to Python
Allows reuse of legacy MATLAB code in Python projects
Enables switching from MATLAB to Python without rewriting codebase
Produces Python code that is highly readable and maintainable
Retains original code structure, style and documentation
Free and open source for anyone to use and contribute to
Cons
May not handle some complex MATLAB features and toolboxes
Generated Python code may require some manual tweaking
Limited to translating MATLAB code, cannot convert MATLAB models or GUIs
May not perfectly replicate MATLAB matrix semantics in all cases
Requires some MATLAB programming experience to use effectively
Not designed for real-time, automated co-simulation of MATLAB/Python
Official Links
The Best Mat2 Alternatives
Top Development and Code Conversion and other similar apps like Mat2
Here are some alternatives to Mat2:
Suggest an alternative ❐
Metadata Cleaner
Metadata Cleaner is a free, cross-platform application for removing potentially sensitive metadata from files like documents, spreadsheets, images, videos and music. It helps protect privacy by finding and erasing various types of embedded data that could reveal confidential information.It scans files to detect and clean metadata such as:Document edits, revisions,...
Exif Tag Remover
Exif Tag Remover is a lightweight Windows application designed to help you remove EXIF metadata from image files with just a few mouse clicks. It can process JPEG, TIFF, PNG, BMP and RAW files.Using Exif Tag Remover is very easy - all you have to do is add files or...
ExifCleaner
ExifCleaner is a free, open-source application for removing EXIF metadata from digital images. It offers a simple and straightforward way to clean metadata in batches from JPG, PNG, TIFF and other common image formats.Removing EXIF data can help reduce image file sizes before sharing them online or through email. More...
Doc Scrubber
Doc Scrubber is an advanced document sanitization software used to remove sensitive information from files before sharing them more widely. It works by scanning documents such as PDFs, Word documents, Excel spreadsheets, PowerPoint presentations, and images to identify and eliminate confidential data based on rules you specify.You can configure Doc...
BatchPurifier
BatchPurifier is a free and open-source data cleaning software designed to prepare large datasets for analysis. It provides an easy-to-use graphical interface to quickly and efficiently clean, standardize, deduplicate, and transform lists of data.Key features include:Removing duplicate recordsStandardizing formatting of text, dates, numbers, etc.Filling blank cells with default valuesMerging data...
Attribute Magic
Attribute Magic is a plugin designed for ecommerce platforms like WooCommerce, Shopify, and BigCommerce. It provides advanced functionality for managing product attributes and variations.With Attribute Magic, you can create complex rules that apply attributes under certain conditions. For example, you can show or hide attributes based on other attribute values...
Word Metadata Changer
Word Metadata Changer is a lightweight Windows application used to view and edit metadata properties in Microsoft Word documents (DOCX format). It provides an easy way to update document details like title, author, subject, keywords, comments, and other metadata fields without having to open the documents in Word.Key features include:Simple...
MS Word Document File Properties Changer
MS Word Document File Properties Changer is a handy utility that enables you to batch edit the metadata properties in Word documents, including DOC, DOCX and RTF files. With this software, you can quickly modify the author, title, subject, keywords, and other file properties for multiple Word files in just...
CleanDocs
cleanDocs is a lightweight yet powerful utility software designed to scrub documents of unwanted and potentially sensitive metadata, hidden data or revision history before distribution or sharing. It supports processing common file types like PDFs, Office documents, images, and more.Key features include:Removing metadata like author name, last edited details, version...
Workshare Protect
Workshare Protect is a software designed for legal and compliance teams to securely manage, compare, and clean documents before sharing. Key features include:Document comparison - visually compare different versions of documents like PDFs, Word, etc. to see any changesMetadata removal - scrub document metadata like author name, file paths, etc....
File version info editor
A file version info editor is a utility software that enables viewing and editing of version metadata present inside Windows executable files like .exe and .dll. This metadata, known as File Version Info, typically includes details such as:Product nameFile version numberCompany nameFile descriptionCopyright informationOriginal filenameProduct version numberVarious build detailsEmbedding such...
Exif Remover
Exif Remover is a free, open source tool for removing EXIF metadata from images on Windows, Mac and Linux. It provides a simple and easy way to strip sensitive personal information like geotags and camera details from JPG and other common image formats before sharing them publicly.Using Exif Remover helps...
GroupDocs.Metadata for .NET
GroupDocs.Metadata for .NET is a .NET library that allows developers to read, edit and remove metadata information from various file formats including PDF, Word, Excel, PowerPoint, Outlook emails, OneNote, Visio, Project, images, AutoCAD, archives and many more using documents own metadata without external dependencies.With GroupDocs.Metadata for .NET, developers can:Extract standard...
