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$schema: https://componentsdk.azureedge.net/jsonschema/CommandComponent.json
# TODO: update name
name: classifier
version: 0.0.1
display_name: Train lgbm classifier
inputs:
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train_data:
type: path
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test_data:
type: path
learning_rate:
type: float
n_estimators:
type: int
outputs:
model:
type: path
environment:
conda:
conda_dependencies_file: env.yaml
os: Linux
command: >-
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python train.py
--train_data {inputs.train_data}
--test_data {inputs.test_data}
--learning_rate {inputs.learning_rate}
--n_estimators {inputs.n_estimators}
--model {outputs.model}