What's New in Wolfram Finance Platform


Based on the latest version of the Wolfram Language, Wolfram Finance Platform 2.3 features enhanced capabilities in key areas, including machine learning, statistics, computation and data visualization.

Major new features in Finance Platform 2.3 include:

Improved Machine Learning

Wolfram Finance Platform 2.3 extends and improves its machine learning capabilities. New functions make it easy to extract features, reduce dimension, cluster data, optimize hyperparameters and obtain interpretable models. CUDA accelerated training makes machine learning on large datasets practical.

New in the Wolfram Language: Improved Machine Learning »
Documentation: Machine Learning »

Time Series & Signal Processing

Extended functionality includes the ability to allow for natural specifications such as monthly duration when applying a function over windows, as well as precise control over the resulting value's placement in time. Date and quantity support is more complete and natural.

New in the Wolfram Language: Time Series Processing »
Documentation: Signal Processing »
Documentation: Time Series »
Documentation: Time Series Processes »

Statistics

With new statistical distributions, support for money units throughout the system, enhancements across hypothesis testing, parameter estimation and sampling, the Wolfram statistics framework is stronger, faster and easier to use.

New in the Wolfram Language: Extended Probability and Statistics »
New in the Wolfram Language: Random Matrices »

Enhanced Visualization

New visualizations for multidimensional data, textual data and timelines are supported by better labeling and plotting over nonrectangular regions, making it easier than ever to create compelling and insightful plots.

New in the Wolfram Language: Labels, Scales, Exclusions »
New in the Wolfram Language: Volume Visualization »
Documentation: Labeling »
Documentation: Exclusions »

Enhanced Mathematical Computation

Numerical PDE-solving capabilities now include events, sensitivity computation, new boundary condition types and improved complex-value PDE solutions.

New in the Wolfram Language: Partial Differential Equations & Verification »
New in the Wolfram Language: Differential Eigensystems »
Documentation: Partial Differential Equations »

Text Processing

Tools for handling multiple languages and character sets enable advanced processing and analysis of structured, unstructured and semantic text.

New in the Wolfram Language: Text and Language Processing »
Documentation: Text Analysis »

Knowledgebase

The Wolfram Knowledgebase provides faster, more convenient access to the world's computable data, which can now be augmented with custom entities and your own data. New datasets, such as Federal Reserve Economic data, are also included.

New in the Wolfram Language: Knowledgebase Expansion »
Documentation: Knowledge Representation and Access »
Documentation: EntityStore »

Network Communications

New Wolfram Cloud communication protocols enable a more abstract and scalable communication system to facilitate asynchronous communication between sessions.

New in the Wolfram Language: Channel Framework »
New in the Wolfram Language: Cloud and Web Interfaces »
Documentation: Channel-Based Communication »
See features introduced in previous versions »


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