PHP MLflow

A PHP library for interacting with the MLflow Tracking REST API.

Features

• Manage Experiments: Create, list, get, update, delete, and restore experiments.
• Manage Runs: Create, get, update, delete, and restore runs.
• Log metrics, parameters, tags.
• Manage Registered Models and Model Versions: create, update, delete, search.
• Log artifacts and list them.
• Transition model versions through stages.
• Fully typed models for Experiments, Runs, Metrics, Params, Registered Models, and more.

Installation

Use Composer to install:

composer require jameswlepage/php-mlflow