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Quick start tutorial:

  • Mapping human lymph node cell types to 10X Visium with Cell2location

Common errors, using containers:

  • Common errors
  • Using docker image
  • Using singularity image

API:

  • Initial gene filtering
  • Reference signatures (NB regression)
  • Reference signatures (hard-coded, cell type hierarchy)
  • Cell2location: spatial mapping (scvi-tools/pyro)
  • Downstream Analysis Models
  • Plotting
  • General utils
  • Pyro and scvi-tools infrastructure classes
  • Statistical distribution classes

Nanostring WTA Tutorial (pymc3):

  • Installation of pymc3 version with GPU support
  • Running cell2location on NanostringWTA data
cell2location
  • »
  • Overview: module code

All modules for which code is available

  • cell2location.cluster_averages.cluster_averages
  • cell2location.cluster_averages.markers_by_hierarhy
  • cell2location.cluster_averages.select_features
  • cell2location.distributions.AutoNormalEncoder
  • cell2location.models._cell2location_model
  • cell2location.models._cell2location_module
  • cell2location.models.base._pyro_base_loc_module
  • cell2location.models.base._pyro_mixin
  • cell2location.models.base.base_model
  • cell2location.models.downstream.ArchetypalAnalysis
  • cell2location.models.downstream.CoLocatedGroupsSklearnNMF
  • cell2location.models.reference._reference_model
  • cell2location.models.reference._reference_module
  • cell2location.models.simplified._cell2location_v3_no_factorisation_module
  • cell2location.models.simplified._cell2location_v3_no_mg_module
  • cell2location.plt.RotateCrop
  • cell2location.plt.mapping_video
  • cell2location.plt.plot_expected_vs_obs
  • cell2location.plt.plot_factor_spatial
  • cell2location.plt.plot_heatmap
  • cell2location.plt.plot_in_1D
  • cell2location.plt.plot_spatial
  • cell2location.utils
    • cell2location.utils._spatial_knn
    • cell2location.utils.filtering

© Copyright 2022, Vitalii Kleshchevnikov, Artem Shmatko, Emma Dann, Artem Lomakin, Alexander Aivazidis, Bayraktar Lab. Revision a583a836.

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