Visualization and embedding of large datasets using various Dimensionality Reduction (DR) techniques such as t-SNE, UMAP, PaCMAP & IVHD. Implementation of custom metrics to assess DR quality with complete explaination and workflow.
visualization
metrics
reduction
pca
t-sne
mds
autoencoders
isomap
dr
trustworthiness
dimensionality
pacmap
sheppard
ivhd
dimiensionality
co-ranking
drquality
knngain
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Updated
Jul 6, 2022 - Jupyter Notebook