ConstantsΒΆ
Runtime constants and helper enumerations.
- class avatars.constants.Results(*values)[source]
- ADVICE = 'advice'
- SHUFFLED = 'shuffled'
- UNSHUFFLED = 'unshuffled'
- PRIVACY_METRICS = 'privacy_metrics'
- SIGNAL_METRICS = 'signal_metrics'
- REPORT_IMAGES = 'report_images'
- PROJECTIONS_ORIGINAL = 'original_projections'
- PROJECTIONS_AVATARS = 'avatar_projections'
- METADATA = 'run_metadata'
- REPORT = 'report'
- META_PRIVACY_METRIC = 'meta_privacy_metric'
- META_SIGNAL_METRIC = 'meta_signal_metric'
- FIGURES = 'figures'
- FIGURES_METADATA = 'figures_metadata'
- class avatars.constants.PlotKind(*values)[source]
Available plot types for visualization.
- CORRELATION = 'correlation'
A correlation heatmap of the original and avatar data.
- CORRELATION_DIFFERENCE = 'correlation_difference'
A heatmap of the difference between the original and avatar data.
- CONTRIBUTION = 'contribution'
A bar chart showing the contribution of each feature in the model.
- PROJECTION_2D = '2d_projection'
A 2D projection of the original and avatar data.
- PROJECTION_3D = '3d_projection'
A 3D projection of the original and avatar data.
- DISTRIBUTION = 'distribution'
Distributions plot of the original and avatar data, there is a plot for each column.
- AGGREGATE_STATS = 'aggregate_stats'
A table containing the mean and std of the original and avatar data (of the 10 first columns).
- RAW_SERIES = 'raw_series'
A line plot of the original and avatar time series over time.
- NORMALIZED_SERIES = 'normalized_series'
A line plot of the normalized original and avatar time series over time.