This Project is far from complete, if you are interested to know the replacement of a Matlab functionality in Julia, PLEASE FILE AN ISSUE!
The following list is arranged like
Item Julia lose
- Julia Package 1: descriptions.
- Julia Package 2: descriptions.
- ...
Item Julia win
Item hard to say
According to the official site, matlab contains the following products and features
Parallel Computing Toolbox
Curve Fitting Toolbox
- LstFit.jl: least square fit
Optimization Toolbox
Global Optimization Toolbox
- Evolutionary.jl: Evolutionary & genetic algorithms
- JuMP.jl Modeling language for Mathematical Optimization (linear, mixed-integer, conic, semidefinite, nonlinear)
Symbolic Math Toolbox
Mapping Toolbox
Partial Differential Equation Toolbox
- DifferentialEquations.jl: probably the best differential equation solver, check here.
Statistics and Machine Learning Toolbox
- Distributions.jl
- StatsBase.jl
- Turing.jl: Bayesian inference with probabilistic programming.
- Gen.jl: A general-purpose probabilistic programming system with programmable inference
Deep Learning Toolbox
Reinforcement Learning Toolbox
Text Analytics Toolbox
Predictive Maintenance Toolbox
MATLAB Coder
Embedded Coder
HDL Coder
HDL Verifier
Filter Design HDL Coder
Fixed-Point Designer
GPU Coder
Database Toolbox
- JuliaDB.jl: Parallel analytical database in pure Julia
MATLAB Report Generator
- System Composer
- Stateflow
- SimEvents
- Simscape
- Simscape Driveline
- Simscape Electrical
- Simscape Fluids
- Simscape Multibody
- Simulink Real-Time
- Simulink Desktop Real-Time
- Simulink Coder
- Embedded Coder
- AUTOSAR Blockset
- Fixed-Point Designer
- Simulink PLC Coder
- Simulink Code Inspector
- DO Qualification Kit (for DO-178)
- IEC Certification Kit (for ISO 26262 and IEC 61508)
- HDL Coder
- HDL Verifier
- Simulink Compiler
- Simulink Requirements
- Simulink Check
- Simulink Coverage
- Simulink Design Verifier
- Simulink Test
- Polyspace Bug Finder
- Polyspace Code Prover
- Simulink 3D Animation
- Simulink Report Generator
- Signal Processing Toolbox
- Phased Array System Toolbox
- DSP System Toolbox
- Audio Toolbox
- Wavelet Toolbox
- Image Processing Toolbox
- Computer Vision Toolbox
- Control System Toolbox
- System Identification Toolbox
- Predictive Maintenance Toolbox
- Robust Control Toolbox
- Model Predictive Control Toolbox
- Fuzzy Logic Toolbox
- Simulink Control Design
- Simulink Design Optimization
- Reinforcement Learning Toolbox
- Motor Control Blockset
- Data Acquisition Toolbox
- Instrument Control Toolbox
- Image Acquisition Toolbox
- OPC Toolbox
- Vehicle Network Toolbox
- ThingSpeak
- Antenna Toolbox
- RF Toolbox
- RF Blockset
- Mixed-Signal Blockset
- SerDes Toolbox
- Communications Toolbox
- WLAN Toolbox
- LTE Toolbox
- 5G Toolbox
- Automated Driving Toolbox
- Robotics System Toolbox
- Navigation Toolbox
- ROS Toolbox
- Sensor Fusion and Tracking Toolbox
- RoadRunner
- RoadRunner Asset Library
- HDL Coder
- HDL Verifier
- Wireless HDL Toolbox
- Vision HDL Toolbox
- Filter Design HDL Coder
- Fixed-Point Designer
- SoC Blockset
- Model-Based Calibration Toolbox
- Powertrain Blockset
- Vehicle Dynamics Blockset
- Automated Driving Toolbox
- IEC Certification Kit (for ISO 26262 and IEC 61508)
- Vehicle Network Toolbox
- AUTOSAR Blockset
- RoadRunner
- RoadRunner Asset Library
- Aerospace Blockset
- Aerospace Toolbox
- DO Qualification Kit (for DO-178)
- Econometrics Toolbox
- Financial Toolbox
- Datafeed Toolbox
- Database Toolbox
- Spreadsheet Link (for Microsoft Excel)
- Financial Instruments Toolbox
- Trading Toolbox
- Risk Management Toolbox
- Bioinformatics Toolbox
- SimBiology
- Polyspace Bug Finder
- Polyspace Bug Finder Access
- Polyspace Bug Finder Server
- Polyspace Code Prover
- Polyspace Code Prover Access
- Polyspace Code Prover Server
- Polyspace Products for Ada