Julia for MATLAB Users/Index
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MATLAB-to-Julia Functions Mapping[edit | edit source]
The following index is based in part on the MATLAB Product Family section of the MathWorks® Product Family page; the core MATLAB language is covered, as are the MATLAB first-party toolboxes, as well as a section for third-party toolboxes.
There's a MATLAB-to-Julia syntax translator available online.[1]
There are also tools to access Julia from MATLAB.[2]
MATLAB Core Language[edit | edit source]
Functionality available in all MATLAB installations, i.e. not requiring any of the below toolboxes. Organized according to the corresponding MATLAB documentation page:
- Language Fundamentals
- Mathematics
- Graphics
- Data Import and Analysis
- Programming Scripts and Functions
- App Building
- Advanced Software Development
- Desktop Environment
MATLAB Toolboxes[edit | edit source]
Parallel Computing[edit | edit source]
Math, Statistics, and Optimization[edit | edit source]
- Statistics and Machine Learning Toolbox
- Neural Network Toolbox (for Deep Learning)
- Text Analytics Toolbox
- Optimization Toolbox
- Global Optimization Toolbox
- Curve Fitting Toolbox
- Symbolic Math Toolbox
- Partial Differential Equation Toolbox
- Model-Based Calibration Toolbox
Control Systems[edit | edit source]
- Control System Toolbox
- System Identification Toolbox
- Fuzzy Logic Toolbox
- Robust Control Toolbox
- Model Predictive Control Toolbox
- Aerospace Toolbox
- Robotics System Toolbox
- Predictive Maintenance Toolbox
Signal Processing and Wireless Communications[edit | edit source]
- Signal Processing Toolbox
- DSP System Toolbox
- Audio System Toolbox
- Communications System Toolbox
- Wavelet Toolbox
- RF Toolbox
- Antenna Toolbox
- Phased Array System Toolbox
- LTE System Toolbox
- WLAN System Toolbox
Image Processing and Computer Vision[edit | edit source]
- Image Processing Toolbox
- Computer Vision System Toolbox
- Automated Driving System Toolbox
- Vision HDL Toolbox
- Image Acquisition Toolbox
- Mapping Toolbox
Test and Measurement[edit | edit source]
- Data Acquisition Toolbox
- Instrument Control Toolbox
- Image Acquisition Toolbox
- OPC Toolbox
- Vehicle Network Toolbox
- ThingSpeak
Computational Finance[edit | edit source]
- Financial Toolbox
- Econometrics Toolbox
- Datafeed Toolbox
- Database Toolbox
- Spreadsheet Link (for Microsoft Excel)
- Financial Instruments Toolbox
- Trading Toolbox
- Risk Management Toolbox
Computational Biology[edit | edit source]
Code Generation[edit | edit source]
- MATLAB Coder
- GPU Coder
- HDL Coder
- Vision HDL Toolbox
- HDL Verifier
- Filter Design HDL Coder
- Fixed-Point Designer
Application Deployment[edit | edit source]
Database Access and Reporting[edit | edit source]
Third-Party Toolboxes[edit | edit source]
The Multi-Parametric Toolbox (MPT)[edit | edit source]
The Multi-Parametric Toolbox (or MPT for short) is an open source, MATLAB-based toolbox for parametric optimization, computational geometry and model predictive control.
There is a relevant discussion thread on the Julia Discourse forums.
Related Julia resources:
- JuliaPolyhedra organization on GitHub hosting several packages, e.g. Polyhedra.jl/