louvain
Introduction
cluster cells into subgroups by louvain
Script
Input
Task name | Attribute name | Type | Description |
---|---|---|---|
* main | project_name | String | project name |
* main | anndata | File | Input object format:anndata |
main.louvain | use_weights | Boolean | Use weights from knn graph. |
main.louvain | resolution | Float | For the default flavor ('vtraag'), you can provide a resolution (higher resolution means finding more and smaller clusters), which defaults to 1.0. |
main.louvain | memory | String | Number of memory running tasksnotice:1. The value range is 0.25-32 cores, in addition, 48 cores and 64 cores can be selected, and the CPU must be an integer multiple of 0.25 cores; 2. The memory value range is 1GB-512GB, and the memory must be an integer multiple of 1GB. 3. The CPU / memory ratio must be between 1:2 and 1:8 |
main.louvain | flavor | String | 可选值[‘vtraag’, ‘igraph’, ‘rapids’] ;Choose between to packages for computing the clustering. 'vtraag' is much more powerful, and the default. |
main.louvain | docker | String | -- |
main.louvain | directed | Boolean | Interpret the adjacency matrix as directed graph? |
main.louvain | cpu | String | Number of CPU running tasks.notice:1. The value range is 0.25-32 cores, in addition, 48 cores and 64 cores can be selected, and the CPU must be an integer multiple of 0.25 cores; 2. The memory value range is 1GB-512GB, and the memory must be an integer multiple of 1GB. 3. The CPU / memory ratio must be between 1:2 and 1:8 |
Output
Task name | Attribute name | Type | Description |
---|---|---|---|
main | clustfile | File | Return the output file to the column name of the corresponding table by this.xxx |
main | h5adfile | File | Return the output file to the column name of the corresponding table by this.xxx |