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Fixed thresholding error
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@daniprec daniprec released this 14 May 10:55
· 472 commits to master since this release
v0.1.2
e3f96bd

This version can perform the following tasks:

  • Read and preprocess data from hdf5 files using the nilmtk library.

  • Automatically distinguish between ON and OFF states, by applying a kMeans algorithm to the appliance load.(*)

  • Train a bidirectional GRU model. This model does both regression (appliance load consumption) and classification (appliance state).

  • Plot the model predictions against the ground-truth data.

  • Train and test several models sequentially via scr folder (located outside the package).

  • Compute model scores and store them in csv format.

(*) This functionallity was defective in past releases.

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