MATLAB

• Projects: Use Projects in MATLAB and Simulink to organize, manage, and share your work
• Parquet file support: Read and write single or large collections of Parquet files
• C++ Interface: Call C++ library functions from MATLAB

MATLAB Parallel Server (formerly MATLAB Distributed Computing Server)

• Updated license model: Support for unlimited scaling per user

Text Analytics Toolbox

• Edit distance: Find similarity between strings and documents using Levensthein distance and other distance measures

Predictive Maintenance Toolbox

• Diagnostic Feature Designer: Interactively extract, visualize, and rank features from measured or simulated data for machine diagnostics and prognostics

Statistics and Machine Learning Toolbox

• Machine Learning Apps: Train Naïve Bayes models in Classification Learner, and export visualizations to figures in Classification Learner and Regression Learner
• Machine Learning Algorithms: Perform density-based spatial clustering of applications with noise (DBSCAN), hyperparameter optimization for multiclass classification with kernels, and accelerated training gradient boosted trees (similar to XGBoost)

Reinforcement Learning Toolbox

• A new product for designing and training policies using reinforcement learning

Deep Learning Toolbox

• 3-D Volume Data: Train deep learning networks on 3-D image data
• Deep Network Designer: Create networks for computer vision, signal, and text applications, and generate MATLAB code from the app
• Recurrent Networks: Combine LSTM and convolutional layers for video classification and gesture recognition
• ONNX Support: Use ONNX with LSTM networks and Computer Vision System Toolbox models

Simulink

• Schedule Editor: Explicitly schedule the execution of your model components
• Simulink Onramp: Learn the basics of how to create, edit, and simulate Simulink models through an interactive tutorial
• Signal Editor: Graphically create and insert signals by mouse or by touch
• External Mode: Use Dashboard blocks and Simulation Data Inspector to run models interactively on Arduino and Raspberry Pi

System Composer

• A new product for designing and analyzing system and software architectures

Stateflow

• Stateflow Charts in MATLAB: Graphically program, debug and execute standalone state machines as MATLAB objects

SoC Blockset

• A new product for designing, evaluating, and implementing SoC hardware and software architectures

Polyspace Product Family

• New server products for running Polyspace static analysis on server class machines
• New web browser-based products for review of bug finding and code proving results

Simulink Requirements

• Roundtrip Workflow with Requirements Tools: Import requirements from third party requirements tools, modify and export back through ReqIF

Simulink Test

• Temporal Assessments for Requirements Verification: Translate textual requirements as executable assessments with precise semantics
• Observer Blocks: Capture signals without perturbing model or interface