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Update config.vsh.yaml
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littlecabiria committed Aug 14, 2024
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72 changes: 72 additions & 0 deletions src/metrics/ks_statistic_scFeatures/config.vsh.yaml
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__merge__: ../../api/comp_metric.yaml

name: ks_statistic_scFeatures

info:
metrics:
- name: ks_statistic_L_stats
label: L statistics
summary: KS statistic of the L statistics
description: |
The Kolmogorov-Smirnov statistic comparing the L statistics in the real datasets versus the L statistics in the simulated datasets.
reference: 10.1201/9780429485572
documentation_url: https://cran.r-project.org/web/packages/ks/ks.pdf
repository_url: https://cran.r-project.org/web/packages/ks/
min: -Inf
max: +Inf
maximize: false
- name: ks_statistic_celltype_interaction
label: Celltype interaction
summary: KS statistic of the celltype interaction
description: |
The Kolmogorov-Smirnov statistic comparing the Celltype interaction in the real datasets versus the Celltype interaction in the simulated datasets.
reference: 10.1201/9780429485572
documentation_url: https://cran.r-project.org/web/packages/ks/ks.pdf
repository_url: https://cran.r-project.org/web/packages/ks/
min: -Inf
max: +Inf
maximize: false
- name: ks_statistic_nn_correlation
label: Library size
summary: KS statistic of the library size.
description: |
The Kolmogorov-Smirnov statistic comparing the nn correlation in the real datasets versus the nn correlation in the simmulated datasets.
reference: 10.1201/9780429485572
documentation_url: https://cran.r-project.org/web/packages/ks/ks.pdf
repository_url: https://cran.r-project.org/web/packages/ks/
min: -Inf
max: +Inf
maximize: false
- name: ks_statistic_morans_I
label: Effective library size
summary: KS statistic of the effective library size.
description: |
The Kolmogorov-Smirnov statistic comparing the morans I of the real datasets versus the morans I of the simulated datasets.
reference: 10.1201/9780429485572
documentation_url: https://cran.r-project.org/web/packages/ks/ks.pdf
repository_url: https://cran.r-project.org/web/packages/ks/
min: -Inf
max: +Inf
maximize: false

resources:
- type: r_script
path: script.R

engines:
- type: docker
image: ghcr.io/openproblems-bio/base_images/r:1.1.0
setup:
- type: apt
packages:
- git
- r-bioc-edger
- r-cran-ks
- r-cran-resample
- r-cran-reshape2

runners:
- type: executable
- type: nextflow
directives:
label: [midtime, midmem, midcpu]

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