Mercurial > repos > iuc > scanpy_filter
annotate README.md @ 0:6ea5a05a260a draft
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
author | iuc |
---|---|
date | Mon, 04 Mar 2019 10:15:02 -0500 |
parents | |
children | 6a76b60e05f5 |
rev | line source |
---|---|
0
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
1 Scanpy |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
2 ====== |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
3 |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
4 ## Classification of methods into steps |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
5 |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
6 Steps: |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
7 |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
8 1. Filtering |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
9 |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
10 Methods | Description |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
11 --- | --- |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
12 `pp.filter_cells` | Filter cell outliers based on counts and numbers of genes expressed. |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
13 `pp.filter_genes` | Filter genes based on number of cells or counts. |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
14 `pp.filter_genes_dispersion` | Extract highly variable genes |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
15 `pp.highly_variable_genes` | Extract highly variable genes |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
16 `pp.subsample` | Subsample to a fraction of the number of observations |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
17 `queries.gene_coordinates` | (Could not find...) |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
18 `queries.mitochondrial_genes` | Retrieves Mitochondrial gene symbols for specific organism through BioMart for filtering |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
19 |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
20 2. Quality Plots |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
21 |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
22 These are in-between stages used to measure the effectiveness of a Filtering/Normalisation/Conf.Removal stage either after processing or prior to. |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
23 |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
24 Methods | Description | Notes |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
25 --- | --- | --- |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
26 `pp.calculate_qc_metrics` | Calculate quality control metrics |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
27 `pl.violin` | violin plot of features, lib. size, or subsets of. |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
28 `pl.stacked_violin` | Same as above but for multiple series of features or cells |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
29 |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
30 3. Normalization |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
31 |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
32 Methods | Description |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
33 --- | --- |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
34 `pp.normalize_per_cell` | Normalize total counts per cell |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
35 `pp.recipe_zheng17` | Normalization and filtering as of [Zheng17] |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
36 `pp.recipe_weinreb17` | Normalization and filtering as of [Weinreb17] |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
37 `pp.recipe_seurat` | Normalization and filtering as of Seurat [Satija15] |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
38 `pp.log1p` | Logarithmize the data matrix. |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
39 `pp.scale` | Scale data to unit variance and zero mean |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
40 `pp.sqrt` | |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
41 `pp.downsample_counts` | Downsample counts so that each cell has no more than target_counts |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
42 |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
43 4. Conf. removal |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
44 |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
45 Methods | Description |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
46 --- | --- |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
47 `pp.regress_out` | Regress out unwanted sources of variation |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
48 `pp.mnn_correct` | Correct batch effects by matching mutual nearest neighbors |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
49 `pp.dca` | Deep count autoencoder to denoise the data |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
50 `pp.magic` | Markov Affinity-based Graph Imputation of Cells (MAGIC) API to denoise |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
51 `tl.sim` | Simulate dynamic gene expression data [Wittman09] |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
52 `pp.calculate_qc_metrics` | Calculate quality control metrics |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
53 `tl.score_genes` | Score a set of genes |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
54 `tl.score_genes_cell_cycle` | Score cell cycle genes |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
55 `tl.cyclone` | Assigns scores and predicted class to observations based on cell-cycle genes [Scialdone15] |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
56 `tl.sandbag` | Calculates pairs of genes serving as markers for each cell-cycle phase [Scialdone15] |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
57 |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
58 5. Clustering and Heatmaps |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
59 |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
60 Methods | Description |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
61 --- | --- |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
62 `tl.leiden` | Cluster cells into subgroups [Traag18] [Levine15] |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
63 `tl.louvain` | Cluster cells into subgroups [Blondel08] [Levine15] [Traag17] |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
64 `tl.pca` | Principal component analysis |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
65 `pp.pca` | Principal component analysis (appears to be the same func...) |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
66 `tl.diffmap` | Diffusion Maps |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
67 `tl.tsne` | t-SNE |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
68 `tl.umap` | Embed the neighborhood graph using UMAP |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
69 `tl.phate` | PHATE |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
70 `pp.neighbors` | Compute a neighborhood graph of observations |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
71 `tl.rank_genes_groups` | Rank genes for characterizing groups |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
72 `pl.rank_genes_groups` | |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
73 `pl.rank_genes_groups_dotplot` | |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
74 `pl.rank_genes_groups_heatmap` | |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
75 `pl.rank_genes_groups_matrixplot` | |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
76 `pl.rank_genes_groups_stacked_violin` | |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
77 `pl.rank_genes_groups_violin` | |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
78 `pl.matrix_plot` | |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
79 `pl.heatmap` | |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
80 `pl.highest_expr_genes` | |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
81 `pl.diffmap` | |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
82 |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
83 6. Cluster Inspection and plotting |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
84 |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
85 Methods that draw out the clusters computed in the previous stage, not heatmap or pseudotime related. |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
86 |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
87 Methods | Description |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
88 --- | --- |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
89 `pl.clustermap` | |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
90 `pl.phate` | |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
91 `pl.dotplot` | |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
92 `pl.draw_graph` | (really general purpose, would not implement directly) |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
93 `pl.filter_genes_dispersion` | (depreciated for 'highly_variable_genes') |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
94 `pl.matrix` | (could not find in API) |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
95 `pl.pca` | |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
96 `pl.pca_loadings` | |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
97 `pl.pca_overview` | |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
98 `pl.pca_variance_ratio` | |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
99 `pl.ranking` | (not sure what this does...) |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
100 `pl.scatter` | ([very general purpose](https://icb-scanpy.readthedocs-hosted.com/en/latest/api/scanpy.api.pl.scatter.html), would not implement directly) |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
101 `pl.set_rcParams_defaults` | |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
102 `pl.set_rcParams_scanpy` | |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
103 `pl.sim` | |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
104 `pl.tsne` | |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
105 `pl.umap` | |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
106 |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
107 7. Branch/Between-Cluster Inspection |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
108 |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
109 Pseudotime analysis, relies on initial clustering. |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
110 |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
111 Methods | Description |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
112 --- | --- |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
113 `tl.dpt` | Infer progression of cells through geodesic distance along the graph [Haghverdi16] [Wolf17i] |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
114 `pl.dpt_groups_pseudotime` | |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
115 `pl.dpt_timeseries` | |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
116 `tl.paga_compare_paths` | |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
117 `tl.paga_degrees` | |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
118 `tl.paga_expression_entropies` | |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
119 `tl.paga` | Generate cellular maps of differentiation manifolds with complex topologies [Wolf17i] |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
120 `pl.paga` | |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
121 `pl.paga_adjacency` | |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
122 `pl.paga_compare` | |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
123 `pl.paga_path` | |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
124 `pl.timeseries` | |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
125 `pl.timeseries_as_heatmap` | |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
126 `pl.timeseries_subplot` | |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
127 |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
128 |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
129 Methods to sort | Description |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
130 --- | --- |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
131 `tl.ROC_AUC_analysis` | (could not find in API) |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
132 `tl.correlation_matrix` | (could not find in API) |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
133 `rtools.mnn_concatenate` | (could not find in API) |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
134 `utils.compute_association_matrix_of_groups` | (could not find in API) |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
135 `utils.cross_entropy_neighbors_in_rep` | (could not find in API) |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
136 `utils.merge_groups` | (could not find in API) |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
137 `utils.plot_category_association` | (could not find in API) |
6ea5a05a260a
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
parents:
diff
changeset
|
138 `utils.select_groups` | (could not find in API) |