27 lines
767 B
Python
27 lines
767 B
Python
from dvclive import Live
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def run_simple_experiment():
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datapoints = [
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{"name": "petal_width", "importance": 0.4},
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{"name": "petal_length", "importance": 0.33},
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{"name": "sepal_width", "importance": 0.24},
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{"name": "sepal_length", "importance": 0.03}
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]
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with Live() as live:
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live.log_param("myParam", 123)
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live.log_metric("myMetric", 543)
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live.log_metric("new_metric", 333)
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live.log_plot(
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"iris_feature_importance",
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datapoints,
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x="importance",
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y="name",
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template="bar_horizontal",
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title="Iris Dataset: Feature Importance",
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y_label="Feature Name",
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x_label="Feature Importance"
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) |