Celestial Client

This is the accompanying Python client to www.celestial-automl.com.

Installation

git clone https://github.com/LarsHH/celestial-client.git
cd celestial-client
pip install -e .

Usage

import celestial
# ...

number_of_trials = 100
for _ in range(number_of_trials):
    trial = celestial.Trial(study_id=<your study id>)

    # ...train with trial.parameters...
    # ...assign resulting loss to loss...

    trial.submit_result(loss=<your loss value>)