Major release:

Adds implementation of SubHourlyQC into the package.

Changes:

• Add subhourlyQC checks from Villalobos-Herrera et al. (2022)
• Add exceedance of UK records (1h, 24hr and rolling24hr)
• Add streaks check of min 20mm
• Change parameter: 'streak_length' to 'min_streak_length'
• Add check_freq_is_subhourly (with modification to make it polars format)
• Update downsample to check resolution and ratio of high res and low res before doing downsampling
• Add check_subhourly_thresholds as polars implementation
• Update relevant parts of the docs
• Add label 'right' to group_by_dynamic so that data is aggregated upwards i.e. 7:00:01 to 8:00 is 8:00.
• Add `.fill_nan(0.0)`` to checks doing comparisons
• Add check for polars dataframe as input of `.apply_qc_framework()``
• Fix readme and quickstart in docs

What's Changed

• Bump jupyter-server from 2.17.0 to 2.20.0 by @dependabot[bot] in https://github.com/NERC-CEH/RainfallQC/pull/125
• remove codeberg button by @Thomasjkeel in https://github.com/NERC-CEH/RainfallQC/pull/126
• remove codeberg by @Thomasjkeel in https://github.com/NERC-CEH/RainfallQC/pull/127
• Add implementation of SubHourlyQC by @Thomasjkeel in https://github.com/NERC-CEH/RainfallQC/pull/128
• Update readme by @Thomasjkeel in https://github.com/NERC-CEH/RainfallQC/pull/131
• v1.1.0 by @Thomasjkeel in https://github.com/NERC-CEH/RainfallQC/pull/130

Full Changelog: https://github.com/NERC-CEH/RainfallQC/compare/v1.0.2...v1.1.0