Getting Started¶
Install¶
pip install driverlessai
conda install -c h2oai driverlessai
Upgrade¶
pip
pip install --upgrade driverlessai
conda update -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",
)