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
NetModelto access a growing repository of complete trained and untrained neural netsFeatureSpacePlotfor machine-learning-based visualization of spaces of data, images, text, etc.- New machine learning functions, including
SequencePredict,ActiveClassificationandActivePrediction - 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
ImageGraphicsto find vector graphic approximations to bitmaps- Space-filling and fractal region constructors such as
HilbertCurveandSierpinskiMesh - New robust and spatial statistics, including
WinsorizedMeanandSpatialMedian GeoBubbleChart, as well as extended support forCallout,ScalingFunctionsetc.- Support for derivatives with symbolic orders
- Higher-resolution geo elevation data
- Seamlessly integrated external services for
web search,web image searchandtext translation - Broad
PersistentValuesystem for storing values between sessions locally, in the cloud, etc. AutoCopyfor 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