Dotnet 6.0

• Update to use new 6.0 SDK
• Add support for 6.0 & netstandard 2.1
• Remove support for older frameworks

Asynchronous processing & Word Vector Extraction

New features

NuGet: https://www.nuget.org/packages/LinqInfer/4.1.0

• Support for asynchronous processing of data streams
• Text data sources and vector extraction methods

Major refactor and asynchronous processing model

• Major refactor of core interfaces
• Addition of asynchronous processing pipeline model
• Text orientated extraction and processing methods

Kohonen feature reduction

New features

• Feature reduction using Kohonen self organizing map
• HTTP document services - text mining and graph representations of corpuses (a work in progress)

Graphs and topological export functions

New features

• Graph classes
• Ability to export a network topology as graph
• Fixes / improvements to SOM algorithm

New serialization mechanism

NuGet - https://www.nuget.org/packages/LinqInfer/3.7.0-beta

New Features

• Better serialization of feature transformations and classifiers

v3.6.2

NuGet - https://www.nuget.org/packages/LinqInfer/3.6.2

.NET Standard

Nuget - https://www.nuget.org/packages/LinqInfer/3.6.0-beta

New features

• New support and compatibility for .NET Standard (see https://blogs.msdn.microsoft.com/dotnet/2016/09/26/introducing-net-standard/)
• Support for OPTIONS header in HTTP API

Bug fixes

• Minor tokeniser bug fixes

Algorithm optimiser and vector extraction tweaks

NuGet - https://www.nuget.org/packages/LinqInfer/3.5.4

• Algorithm optimiser v1 - for helping find optimal parameters
• Text vector extraction tweaks

XML exporting

New features

• Methods for exporting text index data

Bug fixes

• HTTP header parser fix
• Matrix multiplication fix for row X column matrices