Is your feature request related to a problem? Please describe.
The package currently only applies UMAP dimensionality reduction. More dimensionality reduction techniques, like t-SNE and PCA, could be added to ragxplorer to improve functionality.
Describe the solution you'd like
Add t-SNE and PCA dimensionality reduction techniques to the package by updating the projections.py and ragxplorer.py scripts.
An additional parameter of dim_reduct will be added to the load_pdf and visualize_query methods. This parameter will have a default argument of UMAP and can also take t-SNE and PCA as inputs.
dan-s-mueller
commented
7 months ago
Is your feature request related to a problem? Please describe.
The package currently only applies UMAP dimensionality reduction. More dimensionality reduction techniques, like t-SNE and PCA, could be added to ragxplorer to improve functionality.
Describe the solution you'd like
Add t-SNE and PCA dimensionality reduction techniques to the package by updating the
projections.pyandragxplorer.pyscripts.An additional parameter of
dim_reductwill be added to theload_pdfandvisualize_querymethods. This parameter will have a default argument ofUMAPand can also taket-SNEandPCAas inputs.