diff --git a/README.md b/README.md
index 2c498539eb4..e0c36df81fd 100644
--- a/README.md
+++ b/README.md
@@ -515,6 +515,7 @@ Toolkits
 - [Project MONAI - AI Toolkit for Healthcare Imaging](https://github.com/Project-MONAI/MONAI)
 - [DeepSeismic - Deep Learning for Seismic Imaging and Interpretation](https://github.com/microsoft/seismic-deeplearning)
 - [Nussl - a flexible, object-oriented Python audio source separation library](https://github.com/nussl/nussl)
+- [PyTorch Adapt - A fully featured and modular domain adaptation library](https://github.com/KevinMusgrave/pytorch-adapt)
 
 </details>