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What's new in Mathematica 11.1

Version 11.1 extends Mathematica and the Wolfram Language's state-of-the-art capabilities in machine learning, neural nets, audio processing, robust statistics and much more.

  • Over 130 new functions across a wide range of application areas
  • 20 new neural net layer types, and seamless support for recurrent nets and variable-length sequences
  • NetModel to access a growing repository of complete trained and untrained neural nets
  • FeatureSpacePlot for machine-learning-based visualization of spaces of data, images, text, etc.
  • New machine learning functions, including SequencePredictActiveClassification and ActivePrediction
  • Record audio directly in notebooks using AudioCapture, readying it for immediate processing and analysis
  • Do arithmetic (with *, -, etc.) directly on 2D and 3D images
  • Extended support for computational photography and computational microscopy
  • ImageGraphics to find vector graphic approximations to bitmaps
  • Space-filling and fractal region constructors such as HilbertCurve and SierpinskiMesh
  • New robust and spatial statistics, including WinsorizedMean and SpatialMedian
  • GeoBubbleChart, as well as extended support for CalloutScalingFunctions etc.
  • Support for derivatives with symbolic orders
  • Higher-resolution geo elevation data
  • Seamlessly integrated external services for web searchweb image search and text translation
  • Broad PersistentValue system for storing values between sessions locally, in the cloud, etc.
  • AutoCopy for seamless distribution of separately editable notebooks in the cloud
  • Creation of WolframScript .wls files with a notebook-based script editor
  • Self-executing Wolfram Language scripts extended to Windows
  • New, responsive design for all documentation and online examples

 See the complete list of what's new in the Wolfram Language with Mathematica 11.1