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driverlessai

Python client for H2O Driverless AI.

  • 1.11.1.post1
  • PyPI
  • Socket score

Maintainers
1

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.

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