Data AnalysisVerified
Reviewed and published by trentmaziarz, July 20, 2026. Discovered and drafted by our automated research pipeline.
MathWorks offers the Statistics and Machine Learning Toolbox, a product that allows users to build, train, and deploy predictive machine learning models using interactive apps and programmatic tools directly in MATLAB. It has been available for many years and is continuously updated.
Details
The toolbox provides functions and apps for descriptive statistics, clustering, regression, and classification. Users can interactively train models — including support vector machines, boosted decision trees, and shallow neural networks — using the Classification Learner and Regression Learner apps, or programmatically using AutoML. It supports feature extraction from images, signals, text, and numeric data, and includes dimensionality reduction methods such as PCA. Models can be deployed to IT systems via MATLAB Compiler or converted to C code for embedded devices using MATLAB Coder.
Products affected
Statistics and Machine Learning ToolboxClassification LearnerRegression LearnerMATLAB Coder
Sources & Evidence
Cite this record
Trace Foundation. (2026). MathWorks: MathWorks offers the Statistics and Machine Learning Toolbox, a product that allows users to build, train, and deploy predictive machine learning models using interactive apps and programmatic tools directly in MATLAB. It has been available for many years and is continuously updated (data as of 2026-07-20) [Data set record]. AI Trace. https://www.aitrace.org/r/practice/07ab0b92-9254-4a87-8a4f-bf113fdd44e7. Accessed September 4, 2026.
- Stable link
- https://www.aitrace.org/r/practice/07ab0b92-9254-4a87-8a4f-bf113fdd44e7
- Data as of
- July 20, 2026
- Last verified
- Not recorded
Other practices by MathWorks
Data AnalysisMathWorks offers AI-assisted image and video labeling tools in its Computer Vision Toolbox, using the Segment Anything Model (SAM 2) and Grounding DINO to automatically generate pixel-level labels for training deep learning models. These tools are available to licensed users of the toolbox.ProductivityMathWorks deployed Polyspace Copilot, a generative AI assistant for the Polyspace embedded code analysis product, as part of Release 2026a in April 2026. It helps software engineers understand and fix coding defects and standards violations detected in C and C++ code.ProductivityMathWorks offers the MATLAB Agentic Toolkit and Simulink Agentic Toolkit, free open-source tools that connect third-party AI coding agents to a live MATLAB or Simulink session so agents can autonomously write, run, test, and debug code without manual copy-pasting. These were released in April 2026.
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