11from SigProfilerAssignment import decomposition as decomp
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3- def decompose_fit (samples , output , signatures = None , signature_database = None ,nnls_add_penalty = 0.05 , nnls_remove_penalty = 0.01 , initial_remove_penalty = 0.05 ,genome_build = "GRCh37" , make_plots = True , collapse_to_SBS96 = True ,connected_sigs = True , verbose = False ,devopts = None ,new_signature_thresh_hold = 0.8 ,signature_subgroups = None ):
3+ def decompose_fit (samples , output , signatures = None , signature_database = None ,nnls_add_penalty = 0.05 , nnls_remove_penalty = 0.01 , initial_remove_penalty = 0.05 ,genome_build = "GRCh37" , cosmic_version = 3.3 , make_plots = True , collapse_to_SBS96 = True ,connected_sigs = True , verbose = False ,devopts = None ,new_signature_thresh_hold = 0.8 ,signature_subgroups = None ):
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5- decomp .spa_analyze (samples = samples , output = output , signatures = signatures , signature_database = signature_database ,nnls_add_penalty = nnls_add_penalty , nnls_remove_penalty = nnls_remove_penalty , initial_remove_penalty = initial_remove_penalty ,genome_build = genome_build , make_plots = make_plots , collapse_to_SBS96 = collapse_to_SBS96 ,connected_sigs = connected_sigs , verbose = verbose ,decompose_fit_option = True ,denovo_refit_option = False ,cosmic_fit_option = False ,devopts = devopts ,new_signature_thresh_hold = new_signature_thresh_hold ,signature_subgroups = signature_subgroups )
5+ decomp .spa_analyze (samples = samples , output = output , signatures = signatures , signature_database = signature_database ,nnls_add_penalty = nnls_add_penalty , nnls_remove_penalty = nnls_remove_penalty , initial_remove_penalty = initial_remove_penalty ,genome_build = genome_build , cosmic_version = cosmic_version , make_plots = make_plots , collapse_to_SBS96 = collapse_to_SBS96 ,connected_sigs = connected_sigs , verbose = verbose ,decompose_fit_option = True ,denovo_refit_option = False ,cosmic_fit_option = False ,devopts = devopts ,new_signature_thresh_hold = new_signature_thresh_hold ,signature_subgroups = signature_subgroups )
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7- def denovo_fit (samples , output , signatures = None , signature_database = None ,nnls_add_penalty = 0.05 ,nnls_remove_penalty = 0.01 , initial_remove_penalty = 0.05 , genome_build = "GRCh37" , make_plots = True , collapse_to_SBS96 = True ,connected_sigs = True , verbose = False ,devopts = None ,new_signature_thresh_hold = 0.8 ):
8- decomp .spa_analyze (samples = samples , output = output , signatures = signatures , signature_database = signature_database ,nnls_add_penalty = nnls_add_penalty , nnls_remove_penalty = nnls_remove_penalty , initial_remove_penalty = initial_remove_penalty ,genome_build = genome_build , make_plots = make_plots , collapse_to_SBS96 = collapse_to_SBS96 ,connected_sigs = connected_sigs , verbose = verbose ,decompose_fit_option = False ,denovo_refit_option = True ,cosmic_fit_option = False ,devopts = devopts )
7+ def denovo_fit (samples , output , signatures = None , signature_database = None ,nnls_add_penalty = 0.05 ,nnls_remove_penalty = 0.01 , initial_remove_penalty = 0.05 , genome_build = "GRCh37" , cosmic_version = 3.3 , make_plots = True , collapse_to_SBS96 = True ,connected_sigs = True , verbose = False ,devopts = None ,new_signature_thresh_hold = 0.8 ):
8+ decomp .spa_analyze (samples = samples , output = output , signatures = signatures , signature_database = signature_database ,nnls_add_penalty = nnls_add_penalty , nnls_remove_penalty = nnls_remove_penalty , initial_remove_penalty = initial_remove_penalty ,genome_build = genome_build , cosmic_version = cosmic_version , new_signature_thresh_hold = new_signature_thresh_hold , make_plots = make_plots , collapse_to_SBS96 = collapse_to_SBS96 ,connected_sigs = connected_sigs , verbose = verbose ,decompose_fit_option = False ,denovo_refit_option = True ,cosmic_fit_option = False ,devopts = devopts )
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10- def cosmic_fit (samples , output , signatures = None , signature_database = None ,nnls_add_penalty = 0.05 , nnls_remove_penalty = 0.01 , initial_remove_penalty = 0.05 ,genome_build = "GRCh37" , make_plots = True , collapse_to_SBS96 = True ,connected_sigs = True , verbose = False ,devopts = None ,signature_subgroups = None ):
11- decomp .spa_analyze (samples = samples , output = output , signatures = signatures , signature_database = signature_database ,nnls_add_penalty = nnls_add_penalty , nnls_remove_penalty = nnls_remove_penalty , initial_remove_penalty = initial_remove_penalty ,genome_build = genome_build , make_plots = make_plots , collapse_to_SBS96 = collapse_to_SBS96 ,connected_sigs = connected_sigs , verbose = verbose ,decompose_fit_option = False ,denovo_refit_option = False ,cosmic_fit_option = True ,devopts = devopts ,signature_subgroups = signature_subgroups )
10+ def cosmic_fit (samples , output , signatures = None , signature_database = None ,nnls_add_penalty = 0.05 , nnls_remove_penalty = 0.01 , initial_remove_penalty = 0.05 ,genome_build = "GRCh37" , cosmic_version = 3.3 , make_plots = True , collapse_to_SBS96 = True ,connected_sigs = True , verbose = False ,devopts = None ,signature_subgroups = None ):
11+ decomp .spa_analyze (samples = samples , output = output , signatures = signatures , signature_database = signature_database ,nnls_add_penalty = nnls_add_penalty , nnls_remove_penalty = nnls_remove_penalty , initial_remove_penalty = initial_remove_penalty ,genome_build = genome_build , cosmic_version = cosmic_version , make_plots = make_plots , collapse_to_SBS96 = collapse_to_SBS96 ,connected_sigs = connected_sigs , verbose = verbose ,decompose_fit_option = False ,denovo_refit_option = False ,cosmic_fit_option = True ,devopts = devopts ,signature_subgroups = signature_subgroups )
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