diff --git a/README.md b/README.md
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@@ -28,7 +28,7 @@ We introduce a comprehensive framework that models and predicts the full conditi
 :white_check_mark: LightGBMLSS is available in Python. <br/>
 
 ## `News`
-:boom: [2024-01-19] Release of LightGBMLSS to [PyPi](https://pypi.org/project/lightgbmlss/). <br/>
+:boom: [2024-01-19] Release of LightGBMLSS to [PyPI](https://pypi.org/project/lightgbmlss/). <br/>
 :boom: [2023-08-28] Release of v0.4.0 introduces Mixture-Densities. See the [release notes](https://github.com/StatMixedML/LightGBMLSS/releases) for an overview. <br/>
 :boom: [2023-07-20] Release of v0.3.0 introduces Normalizing Flows. See the [release notes](https://github.com/StatMixedML/LightGBMLSS/releases) for an overview. <br/>
 :boom: [2023-06-22] Release of v0.2.2. See the [release notes](https://github.com/StatMixedML/LightGBMLSS/releases) for an overview. <br/>