- Hot fix of wrong documentation url
- Migrated the documentation to a new host
- Fixed minor typos in the documentation
- Fixed a minor type hinting bug
Re-designed the API of :py:mod:`adtk.visualization.plot`
Removed :py:mod:`adtk.data.resample` because its functionality is highly overlapped with pandas resampler module
Made :py:mod:`adtk.data.expand_events` accept events in the form of pandas Series/DataFrame
Made :py:mod:`adtk.data.expand_events` accept time delta in the form of str or int
Changed the output type of :py:mod:`adtk.data.split_train_test` from a 2-tuple of lists to a list of 2-tuples
Turned the following model parameters required from optional
- window in :py:mod:`adtk.detector.LevelShiftAD`
- window in :py:mod:`adtk.detector.VolatilityShiftAD`
- window in :py:mod:`adtk.transformer.RollingAggregate`
- window in :py:mod:`adtk.transformer.DoubleRollingAggregate`
- model in :py:mod:`adtk.detector.MinClusterDetector`
- model in :py:mod:`adtk.detector.OutlierDetector`
- target and regressor in :py:mod:`adtk.detector.RegressionAD`
- target and regressor in :py:mod:`adtk.transformer.RegressionResidual`
- aggregate_func in :py:mod:`adtk.aggregator.CustomizedAggregator`
- detect_func in :py:mod:`adtk.detector.CustomizedDetector1D`
- detect_func in :py:mod:`adtk.detector.CustomizedDetectorHD`
- transform_func in :py:mod:`adtk.transformer.CustomizedTransformer1D`
- transform_func in :py:mod:`adtk.detector.CustomizedTransformer1D`
- steps in :py:mod:`adtk.pipe.Pipeline`
Added consistency check between training and testing inputs in multivariate models
Improved time index check in time-dependent models
Turned all second-order sub-modules private, and a user now can only import from the following first-order modules
Refactored the inheritance structure of model components (see :ref:`inheritance`)
Added Python 3.8 support
Fixed compatibility issues with statsmodels v0.11
Fixed compatibility issues with pandas v1.0
Created an interactive demo notebook in Binder
Added type hints, and added type checking in CI/CD test
Added Black and isort to developer requirement and CI/CD check
Optimized release process by publishing package to PyPI through GitHub Actions
Improved docstrings and API documentation
Fixed many minor bugs and typos
- Fixed a bug that empty lists were ignored by AndAggregator
- Fixed some typo in the documentation
Optimized the workflow of how a univariate model is applied to pandas DataFrame
- Added more informative error messages
- Fixed some bugs resulting in model-column matching error due to inconsistency between output Series names and DataFrame columns
- Clarified the workflow in the documentation
- Quick hotfix to avoid errors caused by statsmodels v0.11 by requiring statsmodels dependency <0.11
- Formalized the management of releases and pre-releases, including rules of branches and versioning
- Added more rules for developers to the documentation
- Added many new unit tests, and modified some old unit test
- Removed seaborn from dependencies (use matplotlib built-in style now)
- Fixed a bug in the metric module of dict objects as input
- Fixed a bug in the detector OutlierDetector that output series has dtype object if NaN is present
- Fixed a bug in transformer pipeline that detect and transform methods are confused
- Fixed a bug in pipenet that an aggregator node may crash if its input is from a node where subset contains a single item
- Fixed a bug in pipenet summary that subset column are always "all" even if not
- Some minor optimization of code
Changed the parameter steps of pipenet from list to dict
Added method summary to pipenet
Corrected some major algorithmic issues on seasonal decomposition
- Removed STL decomposition transformer, and hence the corresponding option in SeasonalAD detector
- Recreated classic seasonal decomposition transformer
Updated the demo notebook in the documentation
Added an option to hide legend in the plotting function
Added some package setup options for developers
Fixed an issue of tracking Travis and Coveralls status
Some minor internal optimization in the code
Fixed some format issues and typos in the documentation
- Fixed an issue of tox environments
- Minor spelling/grammar fix in documentation
- Added support to Python 3.5
- Better unit tests on dependencies
- Minor typo fix in documentation
- Minor code optimization
- Added download statistics to README
- Added coverage test
- Initial release