MATLAB Development & AI Coding Projects
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Agent Skills by MATLAB Development & AI Coding Projects
Showing 212 vetted skills indexed across 4 GitHub repositories.
matlabmatlab-generate-report
Generate PDF, Word, and HTML reports from MATLAB data and Simulink models.
matlabmatlab-use-database
Read, write, update, and manage relational databases from MATLAB using Database Toolbox.
matlabmatlab-connect-databricks
Connect MATLAB to Databricks via Spark or JDBC for reading and writing data.
matlabmatlab-apply-theme
Apply color palettes, brand theming, and dark mode to MATLAB charts and uifigure apps.
matlabmatlab-build-chart
Create and customize MATLAB charts with axes configuration, annotations, interactivity, and animation.
matlabmatlab-create-experiment
Create Experiment Manager experiments from MATLAB code with hyperparameter sweeps and validation.
matlabmatlab-train-network
Train, evaluate, and export neural networks in MATLAB using modern dlnetwork-based APIs.
matlabmatlab-fit-curve
Fit curves and surfaces interactively using the MATLAB Curve Fitter app.
matlabmatlab-use-machine-learning-apps
Train, compare, and export machine learning models using MATLAB Classification Learner and Regression Learner apps.
matlabmatlab-engineer-tabular-features
Engineer and select features for single-response tabular classification or regression in MATLAB.
matlabmatlab-deploy-embedded-ai
Generate C/C++ code from neural networks for embedded hardware targets using MATLAB and Simulink.
matlabmatlab-classify-tabular-data
Trains and compares MATLAB classifiers on tabular data with cross-validation and statistical significance tests.
matlabmatlab-import-external-ai-model
Import PyTorch, ONNX, and Keras deep learning models into MATLAB as dlnetwork objects.
matlabmatlab-solve-optimization
Formulate, solve, and validate MATLAB optimization problems using problem-based and solver-based workflows.
matlabmatlab-solve-pde
Build and solve finite element models for thermal, structural, and electromagnetic problems in MATLAB.
matlabmatlab-use-symbolic-math
Generate MATLAB code for symbolic computation, equation solving, and analytical mathematics.
matlabmatlab-import-export-data
Read and write CSV, Excel, Parquet, JSON, and XML data files in MATLAB.
matlabmatlab-choose-big-data-solution
Select the correct MATLAB datastore and tall array pattern for large tabular data.
matlabmatlab-secure-credentials
Store and retrieve credentials in MATLAB using the built-in encrypted MATLAB Vault.
matlabmatlab-validate-function-arguments
Write MATLAB functions with arguments blocks for input validation and conversion control.
matlabmatlab-diagnose-parfor
Diagnose and fix parfor variable classification errors in MATLAB code.
matlabmatlab-discover-clusters
Discover MATLAB parallel computing clusters and manage cluster profiles.
matlabmatlab-setup-gpu
Detect and validate GPU availability for MATLAB GPU computing workflows.
matlabmatlab-use-thread-pool
Speed up local parfor, parfeval, and spmd code using thread-based parallel pools in MATLAB.
Frequently Asked Questions About MATLAB Development & AI Coding Projects
FAQPage SchemaWhat specific engineering tasks are supported by these capabilities?▼
These capabilities enable Simulink model compliance auditing, RF PCB layout assembly, S-parameter rational modeling, MBSE architecture generation, and automated unit testing for numerical algorithms.
Which technical personas benefit from these project resources?▼
Systems engineers, RF hardware designers, control theorists, and verification engineers working within MathWorks environments benefit from these structured project and modeling resources.
What are the primary dependencies for running these project modules?▼
Execution requires a licensed MATLAB installation, specifically including the Simulink, RF, Requirements, and System Composer packages, alongside the MathWorks Support Package for specific hardware targets.