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smftools

  • Installation
  • Basic Usage
  • Command-line interface
  • Tutorials
    • Command line tutorials
    • Experiment configuration CSV
  • API
    • Informatics: inform
    • Preprocessing: pp
    • Tools: tl
      • smftools.tools.calculate_umap
      • smftools.tools.cluster_adata_on_methylation
      • smftools.tools.general_tools
      • smftools.tools.position_stats
      • smftools.tools.read_stats
      • smftools.tools.spatial_autocorrelation
      • smftools.tools.subset_adata
    • Analysis: an
      • smftools.analysis.compute.autocorrelation
      • smftools.analysis.compute.pearson
      • smftools.analysis.compute.hmm_features
      • smftools.analysis.compute.ep_classification
      • smftools.analysis.compute.ls_periodicity
      • smftools.analysis.compute.dimensionality_reduction
      • smftools.analysis.compute.read_cache
      • smftools.analysis.plot.heatmaps
      • smftools.analysis.plot.histograms
      • smftools.analysis.plot.autocorr
      • smftools.analysis.plot.locus
      • smftools.analysis.filters.obs_filters
      • smftools.analysis.filters.position_filters
      • smftools.analysis.config.hmm_histogram
    • Datasets:
      • smftools.datasets.datasets
  • AnnData schema registry
  • Release notes
  • Contributing
  • Contributors
  • References
  • .md

Informatics: inform

Contents

  • Informatics: inform
  • Informatics module diagram
    • Diagram of final steps of Direct SMF workflow
    • Diagram of final steps of Conversion SMF workflow

Informatics: inform#

Informatics module diagram#

../_images/smftools_informatics_diagram.png

Processes raw sequencing data to load an adata object.

smftools.informatics.bam_functions

smftools.informatics.basecalling

smftools.informatics.bed_functions

smftools.informatics.binarize_converted_base_identities

smftools.informatics.complement_base_list

smftools.informatics.converted_BAM_to_adata(...)

Convert converted BAM files into an AnnData object with integer sequence encoding.

smftools.informatics.fasta_functions

smftools.informatics.h5ad_functions

smftools.informatics.modkit_extract_to_adata(...)

Convert modkit extract TSVs and BAMs into an AnnData object.

smftools.informatics.modkit_functions

smftools.informatics.ohe

smftools.informatics.pod5_functions

smftools.informatics.run_multiqc(input_dir, ...)

Run MultiQC on a directory and save the report to the output directory.

Diagram of final steps of Direct SMF workflow#

../_images/modkit_extract_to_adata.png

Diagram of final steps of Conversion SMF workflow#

../_images/converted_BAM_to_adata.png

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API

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smftools.informatics.bam_functions

Contents
  • Informatics: inform
  • Informatics module diagram
    • Diagram of final steps of Direct SMF workflow
    • Diagram of final steps of Conversion SMF workflow

By Joseph McKenna

© Copyright 2024, Joseph McKenna.