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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