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ajitjohnson committed Mar 20, 2024
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Expand Up @@ -10,40 +10,35 @@ This series is designed to equip researchers, data scientists, and enthusiasts w

## Set up

[Install Scimap](../md/install_scimap.md)
πŸ€– [Install Scimap](../md/install_scimap.md)
πŸ“₯ [Download demo data](../md/demo_data_scimap.md)
πŸ“ Prepare demo data for analysis
πŸ“ [Prepare demo data for analysis](../md/anndata_scimap.md)

## Cell Phenotyping

πŸ€ΉπŸΌβ€β™‚οΈ Phenotype cells by unsupervised clustering
πŸ‘½ Phenotype cells using a hierarchical probabilistic model
πŸ™Œ Add Regions of Interest (ROIs) for exploration
🀩 Explore the composition of defined cell types between samples and ROIs
πŸ€ΉπŸΌβ€β™‚οΈ [Phenotype cells by unsupervised clustering](../md/clustering_scimap.md)
πŸ‘½ [Phenotype cells using a hierarchical probabilistic model](../md/scimap_phenotyping.md)
πŸ™Œ [Add Regions of Interest (ROIs) for exploration](../md/add_rois_scimap.md)
🀩 [Explore the composition of defined cell types between samples and ROIs](../md/cell_proportion_scimap.md)

## Spatial Analysis

πŸ“ Calculate and visualize distances between cell types
🀏 Cell-cell interaction/ co-occurance analysis
βš–οΈ Compare proximity scores between samples
πŸ”­ Search for spatial patterns
πŸ“ [Calculate and visualize distances between cell types](../md/spatial_analysis_scimap.md)
🀏 [Cell-cell interaction/ co-occurrence analysis](../md/cell_interaction_scimap.md)
βš–οΈ [Compare proximity scores between samples](../md/proximity_scimap.md)
πŸ”­ [Search for spatial patterns](../md/spatial_search_scimap.md)

## Cellular Neighbourhoods

🌳 Compute neighborhoods using cell-type or cluster information (includes LDA method)
πŸš€ Compute neighborhoods using expression data
🌳 [Compute neighborhoods using cell-type or cluster information (includes LDA method)](../md/spatial_lda_scimap.md)
πŸš€ [Compute neighborhoods using expression data](../md/spatial_lag_scimap.md)

## Export and Helper Functions

⬇️ Export analysis results to `.csv`
πŸ‘©β€πŸŽ¨ Animate with scimap
πŸ‘‘ Merge objects, Classify cells etc..
⬇️ [Export analysis results to `.csv`](../md/export_scimap.md)
πŸ‘©β€πŸŽ¨ [Animate with scimap](../md/animate_scimap.md)
πŸ‘‘ [Merge objects, Classify cells etc..](../md/scimap_helper_functions.md)

## Videos

πŸŽ₯ Video tutorials


```python

```
πŸŽ₯ [Video tutorials](../md/scimap_video.md)

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