MATLAB

• 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 evaluations
• paretosearch 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

• 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

Deep Learning Toolbox (formerly Neural Network Toolbox)

• Deep Network Designer App: Edit and build deep networks​​​
• ONNX Support: Import and export models using the ONNX model format for interoperability with other deep learning frameworks
• Network Analyzer: Visualize, analyze, and find problems in network architectures before training​​​​

GPU Coder

• Deep Learning Optimization: Improve performance and memory utilization through auto-tuning, layer fusion, and buffer minimization
• Deep Learning Retargetability: Deploy applications that use deep learning networks onto Intel MKL-DNN, ARM Compute Library, and NVIDIA TensorRT by using the codegen function

Audio System Toolbox

• Audio Labeler App: Interactively define and visualize ground truth labels for audio datasets

Computer Vision System Toolbox

• Video Labeler App: Interactive and semi-automatic labeling of ground truth data in a video, image sequence, or custom data source​

Simulink

• Predictive Quick Insert: Connect a recommended block to an existing block in your model, sorted by frequency of use
• Automatic Port Creation: Create a port by clicking or dragging the block outline
• Block Parameter Autocomplete: Improve the speed and accuracy of block parameter editing by selecting from suggested variable or function names as you type
• Strings: Native support of strings in Simulink & Stateflow for embedded systems design​
• Batch Simulations: Offload execution of simulations to run in the background by using batchsim
• C Caller Block: Call external C functions directly from the model

Stateflow

• Simulation Debugger: Check chart logic with simplified breakpoint management, statement-by-statement stepping, and in-canvas visualization of data and time

Aerospace Blockset

• Flight Control Analysis Tools: Analyze the dynamic response and flying qualities of aerospace vehicles​

Automated Driving System Toolbox

• Prebuilt Driving Scenarios: Test driving algorithms using Euro NCAP and other prebuilt scenarios​

Powertrain Blockset

• Virtual Calibration: Use the Model-Based Calibration Toolbox to calibrate spark-ignition and compression-ignition engine model blocks

Vehicle Dynamics Blockset

• Unreal Engine 4 Interface: Use support package to customize and install additional 3D scenes​

Simulink Coder

• Row-Major Array Layout: Simplify integration with C/C++ functions, tools, and libraries by specifying the array layout for Lookup Table and other blocks as row-major

Embedded Coder

• Code View in Code Perspective: View generated code directly in Code Perspective

Fixed-Point Designer

• Lookup Table and Data Type Optimizations: Automatically replace subsystems with a direct lookup table and use parallel simulations to automatically select optimal data types

HDL Coder

• ​Verilog Import: Import synthesizable Verilog code and generate Simulink model

Sensor Fusion and Tracking Toolbox

• A new product for designing and simulating multisensor tracking and navigation systems

5G Toolbox

• A new product for simulating, analyzing, and testing the physical layer of 5G communication systems

LTE Toolbox

• NB-IoT Reference Example: Model the narrowband Internet of Things (NB-IoT) transport and physical uplink shared channel
• LTE-M Downlink Reference Example: Model the Release 13 (Cat-M1) and Release 14 (Cat-M2) LTE-M downlink physical channels and signal

Communications Toolbox

• Wireless Waveform Generator App: Create, impair, visualize and export modulated waveforms

Robotics System Toolbox

• UAV Algorithms: Create UAV guidance models and 3-D path following for fixed-wing and multirotor UAV​s

WLAN Toolbox

• IEEE 802.11ax Support: Generate IEEE 802.11ax (Draft 2.0) high-efficiency (HE) waveforms and simulate end-to-end links

DSP System Toolbox

• Dataflow: Accelerate your model using multi-threading and derive frame sizes automatically for multirate signal processing in Simulink

Simulink Coverage

• Model Coverage Visualization: Gain enhanced perspective of coverage results through model highlighting and pop-ups within the Simulink Editor

Simulink Design Verifier

• Export Function Model Support: Analyze and generate tests for models by automatically creating schedulers that invoke model functions
• Custom Code and C/C++ Support: generate tests, detect design errors, and formally verify models that include C/C++ code