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Submodule common
updated
from 95dcc6 to b3db30
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@@ -2,52 +2,6 @@ name: denoising | |
label: Denoising | ||
summary: "Removing noise in sparse single-cell RNA-sequencing count data" | ||
image: "thumbnail.svg" | ||
readme: | | ||
## Installation | ||
You need to have Docker, Java, and Viash installed. Follow | ||
[these instructions](https://openproblems.bio/documentation/fundamentals/requirements) | ||
to install the required dependencies. | ||
## Add a method | ||
To add a method to the repository, follow the instructions in the `scripts/add_a_method.sh` script. | ||
## Frequently used commands | ||
To get started, you can run the following commands: | ||
```bash | ||
git clone [email protected]:openproblems-bio/task_denoising.git | ||
cd task_denoising | ||
# initialise submodule | ||
scripts/init_submodule.sh | ||
# download resources | ||
scripts/download_resources.sh | ||
``` | ||
To run the benchmark, you first need to build the components. Afterwards, you can run the benchmark: | ||
```bash | ||
viash ns build --parallel --setup cachedbuild | ||
scripts/run_benchmark.sh | ||
``` | ||
After adding a component, it is recommended to run the tests to ensure that the component is working correctly: | ||
```bash | ||
viash ns test --parallel | ||
``` | ||
Optionally, you can provide the `--query` argument to test only a subset of components: | ||
```bash | ||
viash ns test --parallel --query "component_name" | ||
``` | ||
motivation: | | ||
Single-cell RNA-Seq protocols only detect a fraction of the mRNA molecules present | ||
in each cell. As a result, the measurements (UMI counts) observed for each gene and each | ||
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