Your MATLAB code runs the research.
Now modernize it.

Deterministic MATLAB to Python converter. No AI hallucinations. Toolbox-aware. Flags what it can't convert instead of guessing wrong. Same input, same output, every time.

The forcing function

$2,000+
Per seat, per year. MathWorks ended perpetual licenses in January 2026. Every MATLAB seat is now a recurring cost.
$0
Python with NumPy, SciPy, and matplotlib. The same computational power, no license fees, ever.
85%+
Of MATLAB constructs convert cleanly with deterministic rules. The rest gets flagged for your review, never silently broken.

Not another AI wrapper

Deterministic engine

Every conversion is rule-based. No large language model in the loop. The same MATLAB input produces the exact same Python output every time you run it. Auditable, reproducible, trustworthy.

Toolbox aware

Detects Signal Processing, Statistics, Image Processing, Optimization, and Control Systems toolbox functions. Maps them to their SciPy, scikit-image, and python-control equivalents with the right imports.

Flag, don't guess

When a construct can't be converted with 100% confidence, we flag it with a clear annotation instead of producing silently broken code. The compatibility report tells you exactly what to review.

Your code stays private

No code is sent to any external AI service. The conversion engine runs entirely on our server. Your proprietary algorithms, research code, and trade secrets stay private.

Toolbox coverage

Signal Processing
scipy.signal
17 functions mapped
Statistics
scipy.stats
15 functions mapped
Image Processing
scikit-image
13 functions mapped
Optimization
scipy.optimize
8 functions mapped
Control Systems
python-control
13 functions mapped

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MATLABtoPython.com