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falexwolf committed Feb 26, 2018
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Expand Up @@ -3,8 +3,15 @@ See all releases `here <https://github.com/theislab/scanpy/releases>`_. The foll

**Very Soon**

1. Canonical analyses steps like clustering genes, scoring cell cycle, computing correlations...
2. Exporting to Gephi...
1. Much better scalability for more than 100K cells; new graph class...
2. Canonical analyses steps like clustering genes, computing correlations...
3. Exporting to Gephi...


**February 26, 2018**: version 0.4.4

1. embed cells using :func:`~scanpy.api.tl.umap` [McInnes18]_: `examples <https://github.com/theislab/scanpy/pull/92>`_
2. score sets of genes, e.g. for cell cycle, using :func:`~scanpy.api.tl.score_genes` [Satija15]_: `notebook <https://nbviewer.jupyter.org/github/theislab/scanpy_usage/blob/master/180209_cell_cycle/cell_cycle.ipynb>`_


**February 9, 2018**: version 0.4.3
Expand All @@ -13,22 +20,19 @@ See all releases `here <https://github.com/theislab/scanpy/releases>`_. The foll
based on `seaborn.clustermap
<https://seaborn.pydata.org/generated/seaborn.clustermap.html>`_ [Waskom16]_
2. only return `matplotlib.Axis` in plotting functions when `show=True`, otherwise `None`
3. bug fixes, consistency updates

And due to relying on `anndata <http://anndata.readthedocs.io>`_: version 0.5
... and through `anndata v0.5 <http://anndata.readthedocs.io>`_

1. inform about duplicates in :class:`~scanpy.api.AnnData.var_names` and resolve them using :func:`~scanpy.api.AnnData.var_names_make_unique`
2. by default, generate unique observation names in :func:`~scanpy.api.AnnData.concatenate`
3. automatically remove unused categories after slicing
4. read/write `.loom` files using loompy 2
5. some IDE-backed improvements


**January 7, 2018**: version 0.4.2

1. amendments in `AGA <https://github.com/theislab/graph_abstraction>`_
and its plotting functions
2. bug fixes


**December 23, 2017**: version 0.4
Expand All @@ -37,9 +41,8 @@ And due to relying on `anndata <http://anndata.readthedocs.io>`_: version 0.5
for interactive visualization of data: `tutorial
<https://github.com/theislab/scanpy_usage/tree/master/171111_SPRING_export>`_,
`docs <https://scanpy.readthedocs.io/en/latest/api/index.html>`_
2. consistency updates, bug fixes, better logging

And due to relying on `anndata <http://anndata.readthedocs.io>`_: version 0.4
... and through `anndata v0.4 <http://anndata.readthedocs.io>`_

1. towards a common file format for exchanging :class:`~scanpy.api.AnnData` with
packages such as Seurat and SCDE by reading and writing `.loom
Expand All @@ -57,15 +60,13 @@ And due to relying on `anndata <http://anndata.readthedocs.io>`_: version 0.4
**November 29, 2017**: version 0.3.2

1. finding marker genes via :func:`~scanpy.api.pl.rank_genes_groups_violin` improved: `example <https://github.com/theislab/scanpy/issues/51>`_
2. consistency updates, better logging, docs and bug fixes throughout


**November 16, 2017**: version 0.3

1. :class:`~scanpy.api.AnnData` can be `concatenated <https://scanpy.readthedocs.io/en/latest/api/scanpy.api.AnnData.html>`_
2. :class:`~scanpy.api.AnnData` is available as a `separate package <https://pypi.python.org/pypi/anndata/>`_
3. results of approximate graph abstraction (AGA) are `simplified <https://github.com/theislab/graph_abstraction>`_
4. consistency updates, stability improvements


**October 25, 2017**: version 0.2.9
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