Microsoft.ProgramSynthesis 8.5.0 The ID prefix of this package has been reserved for one of the owners of this package by NuGet.org. Prefix Reserved

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Install-Package Microsoft.ProgramSynthesis -Version 8.5.0
dotnet add package Microsoft.ProgramSynthesis --version 8.5.0
<PackageReference Include="Microsoft.ProgramSynthesis" Version="8.5.0" />
For projects that support PackageReference, copy this XML node into the project file to reference the package.
paket add Microsoft.ProgramSynthesis --version 8.5.0
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#r "nuget: Microsoft.ProgramSynthesis, 8.5.0"
#r directive can be used in F# Interactive, C# scripting and .NET Interactive. Copy this into the interactive tool or source code of the script to reference the package.
// Install Microsoft.ProgramSynthesis as a Cake Addin
#addin nuget:?package=Microsoft.ProgramSynthesis&version=8.5.0

// Install Microsoft.ProgramSynthesis as a Cake Tool
#tool nuget:?package=Microsoft.ProgramSynthesis&version=8.5.0
The NuGet Team does not provide support for this client. Please contact its maintainers for support.

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.

There are no supported framework assets in this package.

Learn more about Target Frameworks and .NET Standard.

NuGet packages (1)

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Microsoft.DataPrep The ID prefix of this package has been reserved for one of the owners of this package by NuGet.org.

Microsoft Azure Machine Learning Data Preparation SDK.

GitHub repositories (1)

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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.
Version Downloads Last updated
8.8.0 96 4/27/2022
8.7.0 145 3/29/2022
8.6.0 1,051 2/28/2022
8.5.0 609 1/24/2022
8.4.0 816 11/29/2021
8.3.0 332 10/25/2021
8.2.0 361 9/28/2021
8.1.0 354 8/23/2021
8.0.0 343 7/28/2021
7.32.0 406 6/28/2021
7.31.0 310 5/25/2021
7.30.0 366 4/28/2021
7.28.0 431 3/23/2021
7.27.0 377 2/22/2021
7.25.1 376 1/27/2021
7.25.0 356 1/26/2021
7.24.0 454 12/14/2020
7.23.0 588 11/23/2020
7.22.0 527 10/26/2020
7.20.0 531 9/28/2020
7.17.0 708 8/26/2020
7.16.0 624 7/27/2020
7.13.1 4,334 6/25/2020
7.13.0 414 6/22/2020
7.11.1 582 5/15/2020
7.11.0 491 5/15/2020
7.10.0 3,554 4/29/2020
7.9.1 1,062 4/6/2020
7.9.0 486 4/6/2020
7.8.0 536 3/25/2020
7.7.0 596 2/29/2020
7.6.1 1,612 1/28/2020
7.6.0 666 1/27/2020
7.5.1 577 11/26/2019
7.5.0 472 11/26/2019
7.4.0 584 10/29/2019
7.3.0 607 9/23/2019
7.1.0 579 8/29/2019
7.0.0 551 7/30/2019
6.21.0 664 6/24/2019
6.20.0 73,210 5/30/2019
6.18.0 33,443 4/11/2019
6.17.0 3,272 3/15/2019
6.14.6 840 2/16/2019
6.11.0 800 1/16/2019
6.10.0 713 12/17/2018
6.9.0 1,381 11/16/2018
6.8.1 803 10/18/2018
6.8.0 715 10/18/2018
6.7.0 900 9/20/2018
6.6.0 930 8/20/2018
6.5.0 891 7/23/2018
6.4.0 944 6/26/2018
6.3.0 1,017 5/15/2018
6.2.0 1,002 4/25/2018
6.1.0 956 4/16/2018
6.0.0 4,548 3/19/2018
5.1.0 993 2/7/2018
5.0.1 1,000 2/5/2018
4.0.0 1,714 9/15/2017
3.2.0 1,136 8/16/2017
3.1.3 1,174 7/18/2017
3.1.2 1,158 7/18/2017
3.0.0 1,712 6/28/2017
2.3.0 1,366 5/15/2017
2.2.0 1,462 4/24/2017
2.1.0 1,354 4/17/2017
2.0.1 1,132 3/18/2017
2.0.0 1,160 3/16/2017
1.1.0 1,208 2/15/2017
1.0.3 935 1/22/2017
1.0.2 923 1/21/2017
1.0.1 911 1/19/2017
0.9.2 890 1/16/2017
0.9.0 901 1/12/2017
0.1.1-preview-1 1,464 10/30/2015
0.1.1-preview 838 10/29/2015
0.1.0-preview-1 765 10/28/2015