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README.md

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   dataset_size: 2492026640.0
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+
+## MSD Shapes3D Dataset Attribution
+
+The Multi-factor Sequential Disentanglement benchmark includes a **modified variant of the 3D Shapes dataset**, adapted to support sequential multi-factor disentanglement.
+
+In this setup, the **floor hue**, **wall hue**, **object hue**, and **shape** are static, while the **scale** and **orientation** change over time.
+
+
+- Original repository:  
+  https://github.com/deepmind/3d-shapes
+
+```
+@misc{3dshapes18,
+  title={3D Shapes Dataset},
+  author={Burgess, Chris and Kim, Hyunjik},
+  howpublished={https://github.com/deepmind/3dshapes-dataset/},
+  year={2018}
+}
+```
+
+⚠ **Note:** The 3D Shapes dataset is released under the Apache License 2.0. We redistribute it here solely for non-commercial research purposes, following the original publication. Please cite the above paper when using this dataset in your work.
+
+