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Example code of ankane/mitie

Informations about the package mitie

MITIE PHP

MITIE - named-entity recognition, binary relation detection, and text categorization - for PHP

Build Status

Installation

Run:

Add scripts to composer.json to download the shared library:

Run:

And download the pre-trained models for your language:

Getting Started

Named Entity Recognition

Load an NER model

Create a document

Get entities

This returns

Get tokens

Get tokens and their offset

Get all tags for a model

Training

Load an NER model into a trainer

Create training instances

Add the training instances to the trainer

Train the model

Save the model

Binary Relation Detection

Detect relationships betweens two entities, like:

There are 21 detectors for English. You can find them in the binary_relations directory in the model download.

Load a detector

And create a document

Get relations

This returns

Training

Load an NER model into a trainer

Add positive and negative examples to the trainer

Train the detector

Save the detector

Text Categorization

Load a model into a trainer

Add labeled text to the trainer

Train the model

Save the model

Load a saved model

Categorize text

History

View the changelog

Contributing

Everyone is encouraged to help improve this project. Here are a few ways you can help:

To get started with development:

All versions of mitie with dependencies

PHP Build Version
Package Version
Requires php Version >= 8.1
ext-ffi Version >= 8.1
Composer command for our command line client (download client) This client runs in each environment. You don't need a specific PHP version etc. The first 20 API calls are free. Standard composer command

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