Raku DSL::Entity::MachineLearning

Raku grammar classes for Machine Learning (ML) entities (names.)

Installation

zef install https://github.com/antononcube/Raku-DSL-Entity-MachineLearning.git

Usage examples

use DSL::Entity::MachineLearning;
use DSL::Entity::MachineLearning::ResourceAccess;

my $pCOMMAND = DSL::Entity::MachineLearning::Grammar;
$pCOMMAND.set-resources(DSL::Entity::MachineLearning::resource-access-object());

say $pCOMMAND.parse('DecisionTree', rule => 'machine-learning-entity-command');
say $pCOMMAND.parse('gradient boosted trees', rule => 'machine-learning-entity-command');
say $pCOMMAND.parse('roc curve', rule => 'machine-learning-entity-command');

Command line interface

The package provide as Command Line Interface (CLI) to its functionalities:

> ToMachineLearningEntityCode --help
# Usage:
#   ToMachineLearningEntityCode <command> [--target=<Str>] [--user=<Str>] -- Conversion of (natural) DSL machine learning entity name into code.
#   ToMachineLearningEntityCode <target> <command> [--user=<Str>] -- Both target and command as arguments.
#
#     <command>         natural language command (DSL commands)
#     --target=<Str>    target language/system/package (defaults to 'WL-System') [default: 'WL-System']
#     --user=<Str>      user identifier (defaults to '') [default: '']
#     <target>          Programming language.

Remark: (Currently) the CLI script always returns results in JSON format.

References

Classify and methods

[WRI1] Wolfram Research, Inc., Classify.

[WRI2] Wolfram Research, Inc., Machine Learning Methods.

Repositories

[AAr1] Anton Antonov, DSL::English::ClassificationWorkflows Raku package, (2020-2022), GitHub/antononcube.

[AAr2] Anton Antonov, DSL::Shared Raku package, (2020), GitHub/antononcube.

[AAr3] Anton Antonov, DSL::Entity::Geographics Raku package, (2021), GitHub/antononcube.

[AAr4] Anton Antonov, DSL::Entity::Jobs Raku package, (2021), GitHub/antononcube.

[AAr5] Anton Antonov, DSL::Entity::Foods Raku package, (2021), GitHub/antononcube.

[AAr6] Anton Antonov, DSL::Entity::Metadata Raku package, (2021), GitHub/antononcube.