High dimensional data + Dimensionality reduction

• Chemical Space dataviz: Visualizing chemical space networks with RDKit and NetworkX (standalone)
  
• ChemTreeMap: ChemTreeMap: an interactive map of biochemical similarity in molecular datasets
  
• TMAP: A new data visualization method, TMAP, capable of representing data sets of up to millions of data points and arbitrary high dimensionality as a two-dimensional tree.
  
• t-SNE:
  
• ugtm: a python package for Generative Topographic Mapping (GTM) - dataviz - classification - regression (standalone)
  
• UMAP: Uniform Manifold Approximation and Projection