Fix missing bracket in dirty_cat
diff --git a/README.md b/README.md
index 8495c5a9..67bc9517 100644
--- a/README.md
+++ b/README.md
@@ -1221,7 +1221,7 @@ be
 * [Shapash](https://github.com/MAIF/shapash) : Shapash is a Python library that provides several types of visualization that display explicit labels that everyone can understand.
 * [Eurybia](https://github.com/MAIF/eurybia): Eurybia monitors data and model drift over time and securizes model deployment with data validation.
 * [Colossal-AI](https://github.com/hpcaitech/ColossalAI): An open-source deep learning system for large-scale model training and inference with high efficiency and low cost.
-* dirty_cat](https://github.com/dirty-cat/dirty_cat) - facilitates machine-learning on dirty, non-curated categories. It provides transformers and encoders robust to morphological variants, such as typos.
+* [dirty_cat](https://github.com/dirty-cat/dirty_cat) - facilitates machine-learning on dirty, non-curated categories. It provides transformers and encoders robust to morphological variants, such as typos.
 * [Upgini](https://github.com/upgini/river): Free automated data & feature enrichment library for machine learning - automatically searches through thousands of ready-to-use features from public and community shared data sources and enriches your training dataset with only the accuracy improving features.
 
 <a name="python-data-analysis--data-visualization"></a>

Following #867, fixes a missing bracket