UMAP works by representing high-dimensional data as a weighted graph and projecting that graph in lower dimensions. Could you use it directly to visualize a graph?

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InfluxDB - Power Real-Time Data Analytics at Scale
Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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  • nodevectors

    Fastest network node embeddings in the west

    • I was playing around with graph embeddings (https://github.com/VHRanger/nodevectors/) and wanted to visualize them, which led me to look into UMAP.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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