feat: add ARIMA model #577
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EXPERIMENTAL
arima works gotta fix time series bug first
…at-add-arima-model # Conflicts: # poetry.lock # pyproject.toml
added correction of dtypes for empty columns in time series They are now always type object! This was caused by the get_column method, so maybe we have an more occuring error with pandas dtypes with empty columns.
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Codecov ReportAll modified and coverable lines are covered by tests ✅
Additional details and impacted files@@ Coverage Diff @@
## main #577 +/- ##
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Coverage 100.00% 100.00%
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Files 53 54 +1
Lines 3212 3323 +111
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Co-authored-by: Alexander <[email protected]>
Co-authored-by: Alexander <[email protected]>
Co-authored-by: Alexander <[email protected]>
Co-authored-by: Alexander <[email protected]>
Co-authored-by: Alexander <[email protected]>
Co-authored-by: Alexander <[email protected]>
…at-add-arima-model # Conflicts: # poetry.lock
Marsmaennchen221
requested changes
Apr 3, 2024
added doc changes Co-authored-by: Alexander <[email protected]>
Co-authored-by: Alexander <[email protected]>
Co-authored-by: Alexander <[email protected]>
Co-authored-by: Alexander <[email protected]>
Marsmaennchen221
approved these changes
Apr 8, 2024
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@lars-reimann your approval is needed for changes to poetry.lock and pyproject.toml |
lars-reimann
approved these changes
Apr 9, 2024
lars-reimann
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Apr 17, 2024
## [0.21.0](v0.20.0...v0.21.0) (2024-04-17) ### Features * add ARIMA model ([#577](#577)) ([8b9c7a9](8b9c7a9)), closes [#570](#570) * Add ImageList class ([#534](#534)) ([3cb74a2](3cb74a2)), closes [#528](#528) [#599](#599) [#600](#600) * more hash, sizeof and eq implementations ([#609](#609)) ([2bc0b0a](2bc0b0a)) ### Performance Improvements * Add special case to `Table.add_rows` to increase performance ([#608](#608)) ([ffb8304](ffb8304)), closes [#606](#606) * improve performance of model & forward layer ([#616](#616)) ([e856cd5](e856cd5)), closes [#610](#610) * lazily import our modules and external libraries ([#624](#624)) ([20fc313](20fc313)) * treat Tables specially when calling add_rows ([#606](#606)) ([e555b85](e555b85)), closes [#575](#575)
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Closes #570
Summary of Changes
time_series_from_csvtoTimeSeries-class.split_rowstoTimeSeries-class.ArimaModelcompare_timeseriestoTimeSeries-class.You can see test workflow on the test function
test_arima_model()