Python client for H2O Driverless AI.
Project description
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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