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change some wording
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thorstenwagner committed Jul 18, 2023
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Expand Up @@ -6,7 +6,7 @@ Version 0.5.0

* Speed up embedding using Masks
* The command ``tomotwin_embed.py tomogram`` now has an optional ``--mask`` argument to select the region of interest for embedding.
* The command ``tomotwin_tools.py embedding_mask`` now computes a by isonet inspired mask that hides some parts of the tomogram volume that are unlikely to contain proteins. If you use the generated mask when running ``tomotwin_embed.py tomogram``, the embedding step is up to 2 times faster. **CAUTION:** In TomoTwin 0.4, the ``embeddings_mask`` command calculated a label mask for the clustering workflow. This functionality now happens automatically during the calculation of the umap (``tomotwin_tools.py umap``).
* The command ``tomotwin_tools.py embedding_mask`` now computes a by isonet inspired mask that hides some parts of the tomogram volume that are unlikely to contain proteins. If you use the generated mask with new ``--mask`` argument, the embedding step is up to 2 times faster. **CAUTION:** In TomoTwin 0.4, the ``embeddings_mask`` command calculated a label mask for the clustering workflow. This functionality now happens automatically during the calculation of the umap (``tomotwin_tools.py umap``).
* Thanks Caitie McCafferty and Ricardo Righetto for the feature request
* More accurate cluster centers
* When selecting clusters in Napari during the clustering workflow, the `Medoid <https://en.wikipedia.org/wiki/Medoid>`_ is now calculated instead of the average of all cluster embeddings. This has the advantage that it is guaranteed to be on the embedding hypersphere and should be a better representation of the cluster center than the average.
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