Password 123 MathWorks MATLAB R2021a Overview Deep Learning: Generate code for custom layers for Intel and ARM CPUs.5.2.Deep Learning Simulink Support: Generate, build, and deploy deep learning networks in Simulink models to NVIDIA GPUs.Simulink Support: Generate, build, and deploy Simulink models to NVIDIA GPUs.Multithreaded Image Processing Code: Increased execution speed for generated code from common image processing functions.SIMD Code Generation: Generate SIMD intrinsics for fast loop and array execution on Intel SSE, AVX 256/512, and Arm NEON processors.MISRA compliance: Generate C and C++ code with fewer MISRA C:2012 and MISRA C++ 2008 violations.Individual Code Mappings: Configure storage classes for individual data elements in Code Mappings editor.Interactively build models in a single consolidated view using SimBiology Model Builder and explore the effects of variations in model quantities on model response by computing Sobol indices and by performing multiparametric global sensitivity analysis.Sparse State-Space Models: Create, combine, and analyze large-scale linear models.3-D Geometry Creation: Extrude a 2-D geometry into a 3-D geometry.Integration with FORCES PRO: Simulate and generate code for MPC controllers with FORCES PRO solvers developed by Embotech AG. ![]() Native Interfaces: Support added for MySQL ® and PostgreSQL ® databases.Automatic Differentiation: Solve problems faster and more accurately using automatically computed gradients of objective and constraint functions.Docker support: Use to package a standalone application and selective MATLAB Runtime as docker images (Linux OS only).Backtesting Workflow: Define investment strategies, run backtests, and summarize results.Python: Start and stop a Python interpreter from a MATLAB session.Function Argument Validation: Use additional validators including mustBeA, mustBeText, and mustBeVector.readstruct and writestruct Functions: Read and write structured data in XML files.Optimize Live Editor Task: Interactively create and solve optimization problems.Diff and merge App Designer apps using the MATLAB Comparison Tool and add custom figure icons and custom components to your MATLAB apps.Visualize data with new bubble and swarm charts and customize charts with new options for titles, labels and axis limits.Statistics and Machine Learning Toolbox - Use AutoML for classification and regression, LIME interpretability, and native Simulink blocks for SVM prediction.Simulink Real-Time - Discover new 64-bit RTOS, explorer, graphical instrumentation, and signal logging.Simulink Check - Assess completeness of requirements-based testing activities for ISO 26262 or DO-178C with testing dashboard. ![]() SimBiology - Build models interactively in a single consolidated view using SimBiology Model Builder.SerDes Toolbox - Model jitter and cross-talk in time-domain simulation and statistical analysis of SerDes systems.Sensor Fusion and Tracking Toolbox - Design, simulate, and test multisensor tracking and positioning systems in autonomous and surveillance applications. ![]()
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