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• Adapters for metric calculators were introduced. The here implemented adapters compute metrics based on temporal subsets of the time series, which can be used for rolling window metrics, seasonal metrics or multiple arbitrary sub-periods. (PR https://github.com/TUW-GEO/pytesmo/pull/266)
• Fixed a bug where the status code of a successful Triple Collocation run was still set to -1 ("unknown error"). (PR https://github.com/TUW-GEO/pytesmo/pull/301)

Version 0.15.2, 2023-06-14

• Add kwarg to time_series.anomaly.calc_climatology to compute the standard deviation of the climatology (e.g. for anomaly z-scores)

Adding scikit-learn as installation dependency.

• fixing setting of status code for bootstrapped triple collocation (PR #285 <https://github.com/TUW-GEO/pytesmo/pull/285>_)
• Exclude netCDF4 at version 1.6.2 due to bug when writing strings with zlib compression (PR #288 <https://github.com/TUW-GEO/pytesmo/pull/288>_)
• added test for data_manager_failed (PR #287 <https://github.com/TUW-GEO/pytesmo/pull/287>_)
• read_ts is not longer used in pytesmo (PR #289 <https://github.com/TUW-GEO/pytesmo/pull/289>_)
• support for max_dist keyword in validation framework to limit comparisons to close data points (PR #291 <https://github.com/TUW-GEO/pytesmo/pull/291>_)
• Reimplementation of CDF matching (PR #259 <https://github.com/TUW-GEO/pytesmo/pull/259>_). This removed all other implementations, i.e. lin_cdf_match and cdf_beta_match. These now are either removed (lin_cdf_match), or point to the new implementation (cdf_beta_match)

small bug fixes and documentation updates (PRs #272 <https://github.com/TUW-GEO/pytesmo/pull/272>, #271 <https://github.com/TUW-GEO/pytesmo/pull/271>, #270 <https://github.com/TUW-GEO/pytesmo/pull/270>_)

• fixed bugs in resample_mean (PR #262 <https://github.com/TUW-GEO/pytesmo/pull/262>_)
• Integration tests with new ISMN Interface (PR #263 <https://github.com/TUW-GEO/pytesmo/pull/263>_)
• Add option to Validation Framework to ignore errors in Validation.calc() (PR #263 <https://github.com/TUW-GEO/pytesmo/pull/263>_)
• ipynb files from docs/examples are now also used as (optional) tests (PR #263 <https://github.com/TUW-GEO/pytesmo/pull/263>_)
• yapf for code formatting (see developers guide) (Fix #248, PR #263 <https://github.com/TUW-GEO/pytesmo/pull/263>_)
• validation framework option to force dataset combinations that include reference dataset updated (PR #265 <https://github.com/TUW-GEO/pytesmo/pull/265>_)
• Added TimestampAdapter to the validation framework to deal with datasets that have different date/time specification fields (PR #268 <https://github.com/TUW-GEO/pytesmo/pull/268>_)

• Fixes compatibility issue between numpy and and cython that could lead to error when calling pip install pytesmo