Libraries tagged by Modelling

### Introduction Use the Numeno Persona API to create and manage **Personas**. Evolving a Persona over time is dead-simple: [create a Persona](create-persona), then send natural-language descriptions of your users’ in-app activities to the Persona API. Under the hood, we create a rich set of models of the system that evolve over time. Then, ask Numeno to personalize some part of your experience using the Persona. Numeno will use our models to tailor your software to each user’s unique preferences and habits, allowing you to dynamically adjust your offerings. For example, connect a Persona to the **[Numeno Article Recommender API](https://numeno.ai/wp-content/uploads/docs/artrec/numeno-article-recommender-api)** to generate **Article Feeds** that evolve over time as your Persona evloves with user interaction. Personas are not limited to modelling users. Posts in a social environment, articles or topics on a content platform, a screen or widget in your UI, a product in your inventory - groups of any of these things – Personas can evolve models of anything in your system! Get creative!

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Schema tooling: modelling, documentation, generators, validators

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Laravel Livewire form data modelling trait.

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PHP DataMapper ORM and Data Modelling Engine

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A high-level machine learning and deep learning library for the PHP language.

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Data validation library. Validate arrays, array objects, domain models etc using a simple API. Easily add your own validators on top of the already dozens built-in validation rules

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Kata for domain models

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Simple PHP Request Validator

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Commons for domain models

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Open Code Modeling PHP Code AST

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Parses JSON schema files and provides an API to easily generate code from JSON schema.

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WP Content Modeling Framework

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Domain-oriented authorization core for Laravel Passport, providing structured scope and permission modeling without UI or OAuth flow implementation.

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Charcoal component for configuration data and object modeling

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Data modeling and object writer for General Transit Feed Specification (GTFS)

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