Exploration¶
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olympus.dashboard.plots.hyperparameter_exploration.scatter_matrix_altair(configs, columns, color='epoch')[source]¶ Plots hyper-parameter space exploration
Parameters: - configs: List[dict]
A list of configuration tried by the hyper-parameter
- columns: List[str]
A list of the hyper-parameters
- color: str
Dimension to use to color each points
Examples
columns = ['a', 'b', 'c'] data = [ dict(a=1, b=2, c=3, epoch=1), dict(a=2, b=1, c=1, epoch=2), dict(a=3, b=3, c=2, epoch=3), ] chart = scatter_matrix_altair(data, columns, color)
