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1.7.0 :small:`July 5, 2022` | ||
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | ||
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**New Features** | ||
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* Add `pegasus.elbowplot <./api/pegasus.elbowplot.html>`_ function to generate elbowplot, with an automated suggestion on number of PCs to be selected based on random matrix theory (`[Johnstone 2001] <https://projecteuclid.org/journals/annals-of-statistics/volume-29/issue-2/On-the-distribution-of-the-largest-eigenvalue-in-principal/10.1214/aos/1009210544.full>`_ and `[Shekhar 2022] <https://elifesciences.org/articles/73809>`_). | ||
* Add `arcsinh_transform <./api/pegasus.arcsinh_transform.html>`_ function for arcsinh transformation on the count matrix. | ||
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**API Changes** | ||
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* Function ``nearest_neighbors`` has additional argument ``n_comps`` to allow use part of the components from the source embedding for calculating the nearest neighbor graph. | ||
* Add ``n_comps`` argument for ``run_harmony``, ``tsne``, ``umap``, and ``fle`` (argument name is ``rep_ncomps``) functions to allow select part of the components from the source embedding. |
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