Microsoft.ProgramSynthesis 6.4.0

Prefix Reserved
There is a newer version of this package available.
See the version list below for details.

Requires NuGet 3.3 or higher.

dotnet add package Microsoft.ProgramSynthesis --version 6.4.0                

                    
                

            
NuGet\Install-Package Microsoft.ProgramSynthesis -Version 6.4.0
This command is intended to be used within the Package Manager Console in Visual Studio, as it uses the NuGet module's version of Install-Package. 
<PackageReference Include="Microsoft.ProgramSynthesis" Version="6.4.0" />
For projects that support PackageReference, copy this XML node into the project file to reference the package. 
paket add Microsoft.ProgramSynthesis --version 6.4.0                

                    
                

            
#r "nuget: Microsoft.ProgramSynthesis, 6.4.0"
#r directive can be used in F# Interactive and Polyglot Notebooks. 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=6.4.0

// Install Microsoft.ProgramSynthesis as a Cake Tool
#tool nuget:?package=Microsoft.ProgramSynthesis&version=6.4.0

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

Microsoft Azure Machine Learning Data Preparation SDK.

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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
10.3.0 93 10/28/2024
10.2.0 169 9/24/2024
10.1.0 127 8/27/2024
10.0.0 143 7/23/2024
9.0.0 368 6/25/2024
8.35.1 181 5/29/2024
8.34.1 182 4/26/2024
8.34.0 143 4/25/2024
8.33.0 312 3/26/2024
8.32.0 177 2/28/2024
8.31.0 2,327 1/25/2024
8.30.0 289 12/20/2023
8.29.0 276 11/27/2023
8.28.0 305 10/24/2023
8.27.0 311 9/25/2023
8.26.0 326 8/30/2023
8.25.0 241 7/24/2023
8.24.0 294 6/26/2023
8.22.0 229 5/24/2023
8.21.0 336 4/24/2023
8.20.0 281 3/30/2023
8.19.0 383 2/27/2023
8.18.0 402 1/25/2023
8.17.0 381 12/20/2022
8.16.0 436 11/21/2022
8.15.0 448 10/31/2022
8.14.0 459 10/24/2022
8.13.0 502 9/28/2022
8.12.0 610 8/24/2022
8.11.0 639 7/25/2022
8.10.0 1,089 6/30/2022
8.9.0 1,163 5/24/2022
8.8.0 687 4/27/2022
8.7.0 677 3/29/2022
8.6.0 1,918 2/28/2022
8.5.0 1,151 1/24/2022
8.4.0 1,138 11/29/2021
8.3.0 647 10/25/2021
8.2.0 627 9/28/2021
8.1.0 610 8/23/2021
8.0.0 670 7/28/2021
7.32.0 810 6/28/2021
7.31.0 583 5/25/2021
7.30.0 637 4/28/2021
7.28.0 690 3/23/2021
7.27.0 673 2/22/2021
7.25.1 680 1/27/2021
7.25.0 644 1/26/2021
7.24.0 739 12/14/2020
7.23.0 1,109 11/23/2020
7.22.0 799 10/26/2020
7.20.0 765 9/28/2020
7.17.0 983 8/26/2020
7.16.0 3,188 7/27/2020
7.13.1 9,629 6/25/2020
7.13.0 707 6/22/2020
7.11.1 831 5/15/2020
7.11.0 735 5/15/2020
7.10.0 3,924 4/29/2020
7.9.1 1,341 4/6/2020
7.9.0 731 4/6/2020
7.8.0 853 3/25/2020
7.7.0 907 2/29/2020
7.6.1 1,893 1/28/2020
7.6.0 895 1/27/2020
7.5.1 886 11/26/2019
7.5.0 750 11/26/2019
7.4.0 881 10/29/2019
7.3.0 919 9/23/2019
7.1.0 896 8/29/2019
7.0.0 834 7/30/2019
6.21.0 984 6/24/2019
6.20.0 74,490 5/30/2019
6.18.0 33,845 4/11/2019
6.17.0 3,535 3/15/2019
6.14.6 1,189 2/16/2019
6.11.0 1,115 1/16/2019
6.10.0 1,059 12/17/2018
6.9.0 1,711 11/16/2018
6.8.1 1,202 10/18/2018
6.8.0 1,008 10/18/2018
6.7.0 1,258 9/20/2018
6.6.0 1,288 8/20/2018
6.5.0 1,248 7/23/2018
6.4.0 1,341 6/26/2018
6.3.0 1,434 5/15/2018
6.2.0 1,350 4/25/2018
6.1.0 1,328 4/16/2018
6.0.0 4,925 3/19/2018
5.1.0 1,405 2/7/2018
5.0.1 1,426 2/5/2018
4.0.0 2,675 9/15/2017
3.2.0 2,008 8/16/2017
3.1.3 2,035 7/18/2017
3.1.2 2,016 7/18/2017
3.0.0 2,702 6/28/2017
2.3.0 2,640 5/15/2017
2.2.0 3,068 4/24/2017
2.1.0 2,613 4/17/2017
2.0.1 1,793 3/18/2017
2.0.0 1,889 3/16/2017
1.1.0 1,610 2/15/2017
1.0.3 1,288 1/22/2017
1.0.2 1,266 1/21/2017
1.0.1 1,288 1/19/2017
0.9.2 1,248 1/16/2017
0.9.0 1,317 1/12/2017
0.1.1-preview-1 1,679 10/30/2015
0.1.1-preview 1,065 10/29/2015
0.1.0-preview-1 979 10/28/2015

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