Microsoft.ProgramSynthesis 7.11.1

Library for automatically synthesizing programs from examples.

Microsoft PROgram Synthesis using Examples SDK (PROSE) is a framework of technologies for automatic generation of programs from input-output examples, keywords, and similar forms of imprecise specification. In PROSE, you define a domain-specific language (DSL) of programs that constitute your domain of useful tasks (e.g. a DSL of CSS selectors). At runtime, you give PROSE some (typically user-provided) input-output examples for the desired program's behavior, and its algorithms synthesize a ranked set of programs from this DSL that are consistent with the given examples. These programs can be saved and applied on similar user data after one learning session (typically with 1-4 examples). PROSE can be used to enable programming-by-example experience in an arbitrary user-facing application, provided the app developer describes its application domain in a DSL form.

As part of the project, the PROSE framework includes a set of specific technologies for various data wrangling domains. These include Transformation.Text, a library of string transformations first shipped as FlashFill in Microsoft Excel 2013, text extraction library with a DSL of programs that find a desired sequence of regions in a textual file, and several others. All of these data wrangling libraries, as well as the underlying program synthesis framework, can currently be used out of the box for research, education, and other non-commercial initiatives.

Requires NuGet 3.3 or higher.

Install-Package Microsoft.ProgramSynthesis -Version 7.11.1

dotnet add package Microsoft.ProgramSynthesis --version 7.11.1

<PackageReference Include="Microsoft.ProgramSynthesis" Version="7.11.1" />

paket add Microsoft.ProgramSynthesis --version 7.11.1

#r "nuget: Microsoft.ProgramSynthesis, 7.11.1"

Release Notes

See https://microsoft.github.io/prose/release-notes/

Dependencies

• .NETFramework 4.5

  • Microsoft.ProgramSynthesis.Common (>= 7.11.1)
  • Microsoft.ProgramSynthesis.Compound.Split (>= 7.11.1)
  • Microsoft.ProgramSynthesis.Data.Diff (>= 7.11.1)
  • Microsoft.ProgramSynthesis.Detection (>= 7.11.1)
  • Microsoft.ProgramSynthesis.Extraction.Json (>= 7.11.1)
  • Microsoft.ProgramSynthesis.Extraction.Text (>= 7.11.1)
  • Microsoft.ProgramSynthesis.Extraction.Text.Deprecated (>= 7.11.1)
  • Microsoft.ProgramSynthesis.Extraction.Web (>= 7.11.1)
  • Microsoft.ProgramSynthesis.Matching.Text (>= 7.11.1)
  • Microsoft.ProgramSynthesis.Read.FlatFile (>= 7.11.1)
  • Microsoft.ProgramSynthesis.Split.Text (>= 7.11.1)
  • Microsoft.ProgramSynthesis.Transformation.Json (>= 7.11.1)
  • Microsoft.ProgramSynthesis.Transformation.Text (>= 7.11.1)
  • Microsoft.ProgramSynthesis.Transformation.Tree (>= 7.11.1)

• .NETFramework 4.6

  • Microsoft.ProgramSynthesis.Common (>= 7.11.1)
  • Microsoft.ProgramSynthesis.Compound.Split (>= 7.11.1)
  • Microsoft.ProgramSynthesis.Data.Diff (>= 7.11.1)
  • Microsoft.ProgramSynthesis.Detection (>= 7.11.1)
  • Microsoft.ProgramSynthesis.Extraction.Json (>= 7.11.1)
  • Microsoft.ProgramSynthesis.Extraction.Text (>= 7.11.1)
  • Microsoft.ProgramSynthesis.Extraction.Text.Deprecated (>= 7.11.1)
  • Microsoft.ProgramSynthesis.Extraction.Web (>= 7.11.1)
  • Microsoft.ProgramSynthesis.Matching.Text (>= 7.11.1)
  • Microsoft.ProgramSynthesis.Read.FlatFile (>= 7.11.1)
  • Microsoft.ProgramSynthesis.Split.Text (>= 7.11.1)
  • Microsoft.ProgramSynthesis.Transformation.Json (>= 7.11.1)
  • Microsoft.ProgramSynthesis.Transformation.Text (>= 7.11.1)
  • Microsoft.ProgramSynthesis.Transformation.Tree (>= 7.11.1)

• .NETStandard 2.0

  • Microsoft.ProgramSynthesis.Common (>= 7.11.1)
  • Microsoft.ProgramSynthesis.Compound.Split (>= 7.11.1)
  • Microsoft.ProgramSynthesis.Data.Diff (>= 7.11.1)
  • Microsoft.ProgramSynthesis.Detection (>= 7.11.1)
  • Microsoft.ProgramSynthesis.Extraction.Json (>= 7.11.1)
  • Microsoft.ProgramSynthesis.Extraction.Text (>= 7.11.1)
  • Microsoft.ProgramSynthesis.Extraction.Text.Deprecated (>= 7.11.1)
  • Microsoft.ProgramSynthesis.Extraction.Web (>= 7.11.1)
  • Microsoft.ProgramSynthesis.Matching.Text (>= 7.11.1)
  • Microsoft.ProgramSynthesis.Read.FlatFile (>= 7.11.1)
  • Microsoft.ProgramSynthesis.Split.Text (>= 7.11.1)
  • Microsoft.ProgramSynthesis.Transformation.Json (>= 7.11.1)
  • Microsoft.ProgramSynthesis.Transformation.Text (>= 7.11.1)
  • Microsoft.ProgramSynthesis.Transformation.Tree (>= 7.11.1)

Used By

NuGet packages (1)

Showing the top 1 NuGet packages that depend on Microsoft.ProgramSynthesis:

Package	Downloads
Microsoft.DataPrep Microsoft Azure Machine Learning Data Preparation SDK.	89.0K

GitHub repositories (1)

Showing the top 1 popular GitHub repositories that depend on Microsoft.ProgramSynthesis:

Repository	Stars
microsoft/prose Microsoft Program Synthesis using Examples SDK is a framework of technologies for the automatic generation of programs from input-output examples. This repo includes samples and sample data for the Microsoft Program Synthesis using Example SDK.	470

Version History