Added a tutorial on how to use PyTorch Tabular models together with V…

…irny
DataResponsibly · Sep 14, 2024 · de83d9a · de83d9a
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diff --git a/README.md b/README.md
@@ -92,6 +92,7 @@ In contrast to existing fairness software libraries and model card generating fr
 * Metric static and interactive visualizations
 * Data loaders with subsampling for popular fair-ML benchmark datasets
 * User-friendly parameters input via config yaml files 
+* Integration with PyTorch Tabular
 
 Check out [our documentation](https://dataresponsibly.github.io/Virny/) for a comprehensive overview.
 

diff --git a/docs/introduction/welcome_to_virny.md b/docs/introduction/welcome_to_virny.md
@@ -62,6 +62,7 @@ In contrast to existing fairness software libraries and model card generating fr
 * Metric static and interactive visualizations
 * Data loaders with subsampling for popular fair-ML benchmark datasets
 * User-friendly parameters input via config yaml files
+* Integration with PyTorch Tabular
 
 Check out [our documentation](https://dataresponsibly.github.io/Virny/) for a comprehensive overview.
 

diff --git a/docs/release_notes/0.6.0.md b/docs/release_notes/0.6.0.md
@@ -9,6 +9,11 @@
 * Now Virny supports Python 3.9, 3.10, 3.11, and 3.12! 🎉🥳
 
 
+## 🔥 Integration with PyTorch Tabular
+
+* Now Virny supports profiling of the tabular deep learning models from PyTorch Tabular
+
+
 ## ⚙️ Fitted Bootstrap Exporting
 
 * Added the `return_fitted_bootstrap` flag to metric computation interfaces to return a fitted bootstrap, which users can save to a pickle file later and reuse for future experiments