94 packages tagged with “synthesis”
Common functionality on which the rest of the Microsoft PROgram Synthesis using Examples SDK (PROSE) is built.
Domain Specific Language for splitting text into substrings. Part of the Microsoft PROgram Synthesis using Examples SDK (PROSE).
Domain Specific Language for extracting tabular data from input string using M language. Part of the Microsoft PROgram Synthesis using Examples SDK (PROSE).
Libraries for detecting data, encoding and file types. Part of the Microsoft PROgram Synthesis using Examples SDK (PROSE).
Domain Specific Language for deriving new values from input text. Part of the Microsoft PROgram Synthesis using Examples SDK (PROSE).
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.
Domain Specific Language for extracting tabular data from JSON documents. Part of the Microsoft PROgram Synthesis using Examples SDK (PROSE).
Domain Specific Language for extracting tabular data from text files. Part of the Microsoft PROgram Synthesis using Examples SDK (PROSE).
Domain Specific Language for transforming JSON documents. Part of the Microsoft PROgram Synthesis using Examples SDK (PROSE).
Domain Specific Language for transforming arbitrary tree datastructures. Part of the Microsoft PROgram Synthesis using Examples SDK (PROSE).
Domain Specific Language for finding patterns in text data. Part of the Microsoft PROgram Synthesis using Examples SDK (PROSE).
Domain Specific Language for extracting data from web pages. Part of the Microsoft PROgram Synthesis using Examples SDK (PROSE).
Domain Specific Language for reading fixed-width and CSV files. Part of the Microsoft PROgram Synthesis using Examples SDK (PROSE).
Adds Solr support to Synthesis. This package contains the core library for class libraries. Use Synthesis.Solr to include configuration.
Project for finding differences in distribution of numeric, string, and categorical data. Part of the Microsoft PROgram Synthesis using Examples SDK (PROSE).
Adds Solr support to Synthesis. This package contains the core library and configuration and is appropriate for the web project. NOTE: Synthesis 9.1.0 and above requires Sitecore 9.1.0 or higher
Library for generating code for a DSL from its grammar. Part of the Microsoft PROgram Synthesis using Examples SDK (PROSE).
Domain Specific Language for extracting substrings from text data. Part of the Microsoft PROgram Synthesis using Examples SDK (PROSE).
Domain Specific Language for conditionals on strings. Part of the Microsoft PROgram Synthesis using Examples SDK (PROSE).
Domain Specific Language for dynamic formula generation intended for translation to languages such as Excel and Python. Part of the Microsoft PROgram Synthesis using Examples SDK (PROSE).
Domain Specific Language for extracting data from text files. Part of the Microsoft PROgram Synthesis using Examples SDK (PROSE).
MSBuild targets support for using dslc to compile a DSL grammar. Part of the Microsoft PROgram Synthesis using Examples SDK (PROSE).
Library for parsing commandline options. Part of the Microsoft PROgram Synthesis using Examples SDK (PROSE).
Dotnet CLI tool for generating code for a DSL from its grammar. Part of the Microsoft PROgram Synthesis using Examples SDK (PROSE).
Supporting library for Machine Learning capabilities in the Transformation.Formula DSL.
Library for generating code for splitting text into substrings. Part of the Microsoft Program Synthesis using Examples SDK (PROSE).
Domain Specific Language for table transformations. Part of the Microsoft PROgram Synthesis using Examples SDK (PROSE).
C# Source Generator which generates code for a DSL from its grammar. Part of the Microsoft PROgram Synthesis using Examples SDK (PROSE).
SpeechLib - Speech Synthesis