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SpectraReproducibility

Notebooks for reproducing figures in the Spectra paper:

Supervised discovery of interpretable gene programs from single-cell data

https://doi.org/10.1101/2022.12.20.521311

Legend:

Figures:

Figure Notebook
Fig 1a NA
Fig 1b NA
Fig 1c NA
Fig 1d Kartha_PBMC_Spectra_expiMap.ipynb, Kartha_PBMC_plot_Slalom.ipynb
Fig 2a NA
Fig 2b Bassez_immune_figures.ipynb
Fig 2c Bassez_Spectra_scHPF_NMF_Slalom_comparison.ipynb
Fig 2d Bassez_immune_figures.ipynb
Fig 2e Fig2E.ipynb **
Fig 2f Fig2F.ipynb **
Fig 2g Fig3D1.py, Fig3D2.py, benchmark-figures.py
Fig 3a Bassez_immune_figures.ipynb
Fig 3b Bassez_immune_figures.ipynb
Fig 3c Bassez_immune_figures.ipynb
Fig 3d Bassez_immune_figures.ipynb
Fig 3e NA
Fig 3f Bassez_immune_figures.ipynb
Fig 3g NA
Fig 3h Caushi_TIL_plotting.ipynb
Fig 4a Bassez_immune_figures.ipynb
Fig 4b Bassez_immune_figures.ipynb
Fig 4c Bassez_immune_figures.ipynb
Fig 4d Bassez_immune_figures.ipynb
Fig 5a Bassez_immune_figures.ipynb
Fig 5b Bassez_Milo.ipynb
Fig 5c Bassez_invasion_factor.ipynb, Zhang_invasion_factor.ipynb
Fig 5d Bassez_invasion_factor.ipynb, Zhang_invasion_factor.ipynb
Fig 6a Salcher_TIL_plot.ipynb
Fig 6b Salcher_TIL_plot.ipynb
Fig 6c Salcher_TIL_plot.ipynb
Fig 6d Salcher_TIL_plot.ipynb
Fig 6e Salcher_TIL_plot.ipynb

Supplementary Figures:

Figure Notebook
Fig S1a Bassez_labeling_leukocytes.ipynb
Fig S1b Zhang_labeling_leukocytes.ipynb
Fig S2a Bassez_modelfiles.ipynb
Fig S2b Bassez_modelfiles.ipynb
Fig S3a Bassez_Spectra_scHPF_NMF_Slalom_comparison.ipynb, Bassez_expimap.ipynb
Fig S3b Bassez_immune_figures.ipynb
Fig S3c Bassez_immune_figures.ipynb
Fig S4a Bassez_immune_figures.ipynb
Fig S4b Bassez_immune_figures.ipynb
Fig S5a Fig2E.ipynb
Fig S5b **
Fig S5c **
Fig S5d FigS5D.ipynb
Fig S5e FigS5E.ipynb
Fig S5f FigS5F.ipynb
Fig S5g Fig3D1.py, Fig3D2.py, benchmark-figures.py
Fig S5h benchmark-figures.py
Fig S6a **
Fig S6b Bassez_immune_figures.ipynb
Fig S6c Bassez_immune_figures.ipynb
Fig S6d Bassez_immune_figures.ipynb
Fig S6e Bassez_Spectra_scHPF_NMF_Slalom_comparison.ipynb, Bassez_expimap.ipynb
Fig S6f Bassez_immune_figures.ipynb, Bassez_expimap.ipynb, Bassez_Spectra_scHPF_NMF_Slalom_comparison
Fig S6g Bassez_immune_figures.ipynb, Bassez_expimap.ipynb, Bassez_Spectra_scHPF_NMF_Slalom_comparison
Fig S7a **
Fig S7b Bassez_immune_figures.ipynb
Fig S7c Bassez_immune_figures.ipynb, Bassez_Spectra_scHPF_NMF_Slalom_comparison, Bassez_expimap.ipynb
Fig S7d Bassez_immune_figures.ipynb, Bassez_Spectra_scHPF_NMF_Slalom_comparison, Bassez_expimap.ipynb
Fig S7e Bassez_immune_figures.ipynb, Bassez_Spectra_scHPF_NMF_Slalom_comparison, Bassez_expimap.ipynb
Fig S8a Bassez_immune_figures.ipynb
Fig S8b Bassez_immune_figures.ipynb
Fig S8c Bassez_immune_figures.ipynb
Fig S8d Bassez_immune_figures.ipynb
Fig S8e Bassez_modelfiles.ipynb
Fig S8f Bassez_invasion_factor.ipynb
Fig S8g **

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Notebooks for reproducing figures in the Spectra paper

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