AbdullahO/tspdb

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tspDB tspDB enables predictive query functionality in PostgreSQL by building an additional “prediction index” for a collection of time-series of interest. A prediction index will allow for fast data retrieval, but for entries that are: 1- At a future time step (i.e. forecasting); 2- Missing/corrupted by noise (i.e. imputation) Our paper here provides more information about how tspDB works and its performance.   This work has the following dependencies: PostgreSQL 12+ Python 3.5+ with the libraries:...