tfp_causalimpact_customized
A stable multi-chain rebuilt of TFP CausalImpact
Features
-
Added convergence tests to the Gibbs sampling process.
-
Improved summary round to 3 digits
-
Added support for Japanese fonts and characters in Matplotlib plots.
-
Enhanced compatibility with Japanese data visualization requirements.
-
Enhanced plotting capabilities for chain convergence visualizations.
-
Enhancements Over tfcausalimpact tfcausalimpact
- Stability: Resolved the issue of results changing from run to run, ensuring consistent outcomes. See Result change from run to run in tfcausalimpact.
Getting Started
- Installation
uv add tfp_causalimpact_customized
- Plot options (Currently only Matplotlib is supported) Important:y_formatter_unit must be a dictionary with the keys that are the same as legend_labels y_labels.
plot_options = {
'chart_width': 1000,
'chart_height': 200,
'x_label': 'Date',
'y_labels': ['Observed1', 'Pointwise Effect1', 'Cumulative Effect1'],
'title': 'Customized Matplotlib Plot',
'title_font_size': 16,
'axis_title_font_size': 14,
'y_formatter': 'millions',
'y_formatter_unit': {
'Observed1': ' units',
'Pointwise Effect1': ' effect',
'Cumulative Effect1': ' total'
},
'legend_labels': {
'mean': 'Average',
'observed': 'Observed',
'pointwise': 'Pointwise Effect',
'cumulative': 'Cumulative Effect',
'pre-period-start': 'Start of Pre-Period',
'pre-period-end': 'End of Pre-Period',
'post-period-start': 'Start of Post-Period',
'post-period-end': 'End of Post-Period'
}
}
1 maintainer
Metadata
1 maintainer
Release files for tfp_causalimpact_customized 0.2.20
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| tfp_causalimpact_customized-0.2.20.tar.gz | 3.0 MB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| tfp_causalimpact_customized-0.2.20-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 3.0 MB
Release files / tfp_causalimpact_customized-0.2.20.tar.gz
| Download URL | tfp_causalimpact_customized-0.2.20.tar.gz |
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Release files / tfp_causalimpact_customized-0.2.20-py3-none-any.whl
| Download URL | tfp_causalimpact_customized-0.2.20-py3-none-any.whl |
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