MATLAB
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- Live Editor: Additional heading styles, internal hyperlinks, file merging, and interactive table filtering
- App Building: Scrollable containers, custom figure interactions, tooltips, grid layout manager, and local file upload in deployed web apps
- Web Apps: Share App Designer MATLAB programs as web apps using MATLAB Compiler
- String Arrays: Use string arrays in MATLAB, Simulink, and Stateflow
- Python Interface: Pass multidimensional numeric or logical arrays between MATLAB and Python
MATLAB Online
- Communicate with Raspberry Pi hardware board from MATLAB Online
Database Toolbox
- Interface for Apache Cassandra Database: Explore keyspaces and tables of a Cassandra database and import data as MATLAB types
- Customize Import Options: Define and customize an import strategy for relational database data and avoid post-processing steps on imported data
Global Optimization Toolbox
surrogateopt
Solver: Solve time-consuming bound-constrained optimization problems using fewer objective function evaluationsparetosearch
Multiobjective Solver: Find Pareto sets quickly and accurately for problems with bound, linear or smooth nonlinear constraints
MATLAB Compiler
- Web Apps: Upload and download files between the browser and the server-based deployed web app
MATLAB Production Server
- High-Speed Persistence Storage: Cache and store data in-between calls
- Azure Active Directory Support: Specify access control to individual deployed archives
Model Predictive Control Toolbox
- Nonlinear MPC: Design and simulate model predictive controllers with nonlinear prediction models, constraints, and cost functions
Statistics and Machine Learning Toolbox
- Big Data Algorithms: Fit multiclass classification models and perform hyperparameter optimization
- Code Generation: Update a deployed SVM model without regenerating code (requires MATLAB Coder)
Text Analytics Toolbox
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- Japanese Language Support: Perform text analytics on Japanese language text including tokenization, stop words, lemmatization, and part-of-speech tagging
- Parse HTML: Extract HTML from specific parts of a web page using HTML structure and CSS classes