driverlessai 2.0.0

Python client for H2O Driverless AI.

H2O Driverless AI Python Client

An intuitive Python client for H2O Driverless AI.

Getting Started

Installation

pip install driverlessai

conda install -c h2oai driverlessai

Usage

Connecting to H2O Driverless AI

import driverlessai

client = driverlessai.Client(address="http://localhost:12345", username="py", password="py")

Create a dataset

dataset = client.datasets.create(
    data="s3://h2o-public-test-data/smalldata/iris/iris.csv", 
    data_source="s3", 
    name="iris.csv",
)

Create an experiment

experiment = client.experiments.preview(
    train_dataset=dataset,
    target_column="C5",
    task="classification",
    name="iris-experiment",
)

For more information, see the Driverless AI Python Client documentation.

Supported Driverless AI Servers

The client version number indicates the most recent Driverless AI server supported by that specific client version. However, all client versions are backwards compatible with Driverless AI servers down to version 1.10.0.

Support

For additional support, please contact our support team.