HINT Unit Test #499
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HINT Unit Test #499
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kdgutier
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Apr 5, 2023
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* feat: add alias argument * fix: mypy hint * tests * HINT Unit Test (#499) * HINT Unit Test * Changed HINT Unit Test to use percent difference * Changed default num_samples from 500 to 1000 While this is a good first step, median hierarchical coherence is not guaranteed by the bootstrap reconciliation method. The unit test needs to be updated in the future for the mean hierarchical coherence. Obtaining the mean outputs however require additional work on various NF components that we will pospone to the future. * [FEAT] Allow pandas 2 (#508) * feat: allow pandas 2 * fix: remove unused cell * Added MS availability to augment_calendar_df function (#506) * feat: compute validation loss per epoch (#507) Co-authored-by: Kin <kin.gtz.olivares@gmail.com> * solving merge conflict --------- Co-authored-by: David Luo <60141418+dluuo@users.noreply.github.com> Co-authored-by: Kin <kin.gtz.olivares@gmail.com>
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Added a Unit Test for the HINT notebook.
It generates a random dataset, runs the HINT network on the dataset, and then checks that the outputs satisfy hierarchical coherence (within a threshold epsilon)
Also fixed minor typo in HINT class