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4 changes: 3 additions & 1 deletion README.md
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Expand Up @@ -33,6 +33,8 @@ inflated_data = effect(trended_data)
plot(inflated_data)
```

![](https://raw.githubusercontent.com/amazon-science/causal-validation/main/static/readme_fig.png?token=GHSAT0AAAAAACTFBAFOPO3QHKOVJ26W4DU4ZWHSWFA)


## Examples

Expand All @@ -47,7 +49,7 @@ In this section we guide the user through the installation of this package. We d
### Prerequisites

- Python 3.10 or higher
- [Poetry](https://python-poetry.org/) (optional, but recommended)
- [Hatch](https://hatch.pypa.io/latest/) (optional, but recommended)

### For Users

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2 changes: 1 addition & 1 deletion examples/basic.pct.py
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Expand Up @@ -166,4 +166,4 @@
# variation. In a follow-up notebook, we show how these datasets may be integrated with
# Amazon's own AZCausal library to compare the effect estimated by a model with the true
# effect of the underlying data generating process. A link to this notebook is
# [here](PLACEHOLDER).
# [here](https://github.com/amazon-science/causal-validation/blob/main/examples/azcausal.pct.py).