Genetics-informed pathogenic spatial mapping
Project description
gsMap (genetically informed spatial mapping of cells for complex traits)
Features
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Installation
install use pip:
pip install gsMap
install from source:
git clone
cd gsMap
pip install -e .
Usage
To use gsMap, navigate to the command line and enter gsMap
followed by the subcommand that corresponds to the desired operation. Each subcommand may require specific arguments to run.
Basic Command Structure
gsmap subcommand [arguments...]
subcommand
: The specific operation you wish to perform.arguments
: The arguments and options required for the subcommand.
Available Subcommands
(Provide a list and brief description of each available subcommand. For example:)
run_find_latent_representations
: Finds latent representations using a GNN-VAE model.run_latent_to_gene
: Maps latent representations to gene markers.run_generate_ldscore
: Generates LD scores for genomic spots.run_spatial_ldsc
: Conducts spatial LDSC analysis.run_cauchy_combination
: Performs Cauchy combination tests for annotations.run_all_mode
: Executes a comprehensive pipeline covering all steps.
Examples
To run a specific functionality, you need to provide the appropriate subcommand and arguments. For example:
Running Requirement
gsmap run_find_latent_representations --input_hdf5_path <path> --output_hdf5_path <path> --sample_name <name>
This command initiates the process of finding latent representations based on the given HDF5 input and output paths and sample name.
Contributing
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License
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Project details
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