Microsoft.ProgramSynthesis 0.1.1-preview

Prefix Reserved
.NET Framework 4.5 This package targets .NET Framework 4.5. The package is compatible with this framework or higher.
This is a prerelease version of Microsoft.ProgramSynthesis.
There is a newer version of this package available.
See the version list below for details. 
dotnet add package Microsoft.ProgramSynthesis --version 0.1.1-preview                

                    
                

            
NuGet\Install-Package Microsoft.ProgramSynthesis -Version 0.1.1-preview
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="0.1.1-preview" />
For projects that support PackageReference, copy this XML node into the project file to reference the package. 
paket add Microsoft.ProgramSynthesis --version 0.1.1-preview                

                    
                

            
#r "nuget: Microsoft.ProgramSynthesis, 0.1.1-preview"
#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=0.1.1-preview&prerelease

// Install Microsoft.ProgramSynthesis as a Cake Tool
#tool nuget:?package=Microsoft.ProgramSynthesis&version=0.1.1-preview&prerelease

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 tecnologies for various data wrangling domains. These include FlashFill, a library of string transformations from Microsoft Excel 2013, text extraction library with a DSL of programs that find a desired sequence of regions in a textual file, and a web extraction library with a CSS-based DSL of programs that select a set of elements on a web page. All three 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.

Product Compatible and additional computed target framework versions.
.NET Framework net45 is compatible.  net451 was computed.  net452 was computed.  net46 was computed.  net461 was computed.  net462 was computed.  net463 was computed.  net47 was computed.  net471 was computed.  net472 was computed.  net48 was computed.  net481 was computed. 
Compatible target framework(s)
Included target framework(s) (in package)
Learn more about Target Frameworks and .NET Standard.

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.

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.
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

First public release.