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Add sdv.timeseries model family #206
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Codecov Report
@@ Coverage Diff @@
## master #206 +/- ##
==========================================
- Coverage 83.00% 75.74% -7.27%
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Files 24 27 +3
Lines 1648 1847 +199
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+ Hits 1368 1399 +31
- Misses 280 448 +168
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This PR introduces a new
sdv.timeseries
subpackage that includes aBaseTimeseriesModel
class to be used for future timeseries models and a firstPAR
model that implements a Probabilistic AutoRegressive model.As a side effect, it also adds support for composite primary keys in tabular datasets.
Resolve #142
Resolve #204
Resolve #207
Resolve #208