flameplot

flameplot_scatterplot_interactive.py

# Create interactive scatter plot
from d3blocks import D3Blocks

# Initialize
d3 = D3Blocks()

# Make scatter
d3.scatter(map_pca[:,0],
           map_pca[:,1],
           x1=map_tsne[:,0],
           y1=map_tsne[:,1],
           x2=map_umap[:,0],
           y2=map_umap[:,1],
           label_radio=['PCA', 't-SNE', 'UMAP'],
           scale=True,
           tooltip=list(map(lambda x: 'Sample_id: '+x, np.arange(0, map_pca.shape[0]).astype(str))),
           color=y.astype(int).astype(str),
           filepath='scatter_flameplot.html')