Minimalistic Matlab interface to MLflow

via REST API, based on REST API example for Python. Also you can find extended REST API example for Python here (original).

Instructions

1. Install MLflow to yout python environment:

pip install mlflow

2. Run MLflow server:

mlflow server

for specifying IP, port, etc, go to documentation

3. Open 127.0.0.1:5000 in your browser.

4. Run example.m in Matlab.

Todos

• accelerate MLflowTrackingRestApi.post() execution
• add remaining functions

Currently implemented 5/42 functions:

• create_run
• create_experiment
• list_experiments
• log_param
• log_metric