Mercurial > repos > iuc > anndata_manipulate
comparison macros.xml @ 0:0ef28c0963c8 draft
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/anndata/ commit 2e16aca90c4fc6f13bd024eed43bc4adbf5967da
author | iuc |
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date | Wed, 10 Apr 2019 03:25:05 -0400 |
parents | |
children | 19592ec717ef |
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1 <macros> | |
2 <token name="@VERSION@">0.6.19</token> | |
3 <token name="@GALAXY_VERSION@">galaxy0</token> | |
4 <xml name="requirements"> | |
5 <requirements> | |
6 <requirement type="package" version="@VERSION@">anndata</requirement> | |
7 <requirement type="package" version="1.4">scanpy</requirement> | |
8 <requirement type="package" version="2.0.17">loompy</requirement> | |
9 <yield /> | |
10 </requirements> | |
11 </xml> | |
12 <xml name="citations"> | |
13 <citations> | |
14 <citation type="doi">10.1186/s13059-017-1382-0</citation> | |
15 </citations> | |
16 </xml> | |
17 <xml name="version_command"> | |
18 <version_command><![CDATA[python -c "import anndata as ad;print('anndata version: %s' % ad.__version__)"]]></version_command> | |
19 </xml> | |
20 <token name="@CMD@"><![CDATA[ | |
21 cat '$script_file' && | |
22 python '$script_file' | |
23 ]]> | |
24 </token> | |
25 <token name="@CMD_imports@"><![CDATA[ | |
26 import anndata as ad | |
27 ]]> | |
28 </token> | |
29 <token name="@HELP@"><![CDATA[ | |
30 **AnnData** | |
31 | |
32 AnnData provides a scalable way of keeping track of data together with learned annotations. It is used within `Scanpy <https://github.com/theislab/scanpy>`__, for which it was initially developed. | |
33 | |
34 AnnData stores a data matrix `X` together with annotations of observations `obs`, variables `var` and unstructured annotations `uns`. | |
35 | |
36 .. image:: https://falexwolf.de/img/scanpy/anndata.svg | |
37 | |
38 | |
39 AnnData stores observations (samples) of variables (features) in the rows of a matrix. This is the convention of the modern classics | |
40 of statistics (`Hastie et al., 2009 <https://web.stanford.edu/~hastie/ElemStatLearn/>`__) and machine learning (Murphy, 2012), the convention of dataframes both in R and Python and the established statistics | |
41 and machine learning packages in Python (statsmodels, scikit-learn). | |
42 | |
43 More details on the `AnnData documentation | |
44 <https://anndata.readthedocs.io/en/latest/anndata.AnnData.html>`__ | |
45 ]]> | |
46 </token> | |
47 <xml name="params_chunk_X"> | |
48 <conditional name="chunk"> | |
49 <param name="info" type="select" label="How to select the chunk?"> | |
50 <option value="random">Random chunk of defined size</option> | |
51 <option value="specified">Specified indices</option> | |
52 </param> | |
53 <when value="random"> | |
54 <param name="size" type="integer" value="1000" label="Size of chunk to randomly select"/> | |
55 <param name="replace" type="boolean" truevalue="True" falsevalue="False" checked="true" label="Random sampling of indices with replacement?"/> | |
56 </when> | |
57 <when value="specified"> | |
58 <param name="list" type="text" value="" label="List of comma-separated indices to return"/> | |
59 </when> | |
60 </conditional> | |
61 </xml> | |
62 </macros> |