Service API Example on Hartmann6¶

The Ax Service API is designed to allow the user to control scheduling of trials and data computation while having an easy to use interface with Ax.

The user iteratively:

Queries Ax for candidates
Schedules / deploys them however they choose
Computes data and logs to Ax
Repeat

In [1]:

from ax.service.ax_client import AxClient
from ax.utils.measurement.synthetic_functions import hartmann6
from ax.utils.notebook.plotting import render, init_notebook_plotting

init_notebook_plotting()

[INFO 12-16 16:41:05] ax.utils.notebook.plotting: Injecting Plotly library into cell. Do not overwrite or delete cell.