* Remove __init_ from class_with_call doc template

* Update api reference files .rst files

* Tweak docstrings

* more pydocstyle docs fixes

* Update doc python object templates

* Switch to numpydoc extension and pydata theme

* Update doc requirements

* Remove autosummary

* Change docstring example to examples

* Classification doc tweaks

* Series transformer docstring tweaks

* Change State docstring heading moved to notes

* Annotation docstring tweaks

* Tweak dataset docstrings

* Additional docstring tweak

* add twitter and discord icons

* add edit-this-page button

* remove estimator from init

* More docstring tweaks based on numpydoc warnings

* More numpydoc warning fixes

* Add validation checks when building docs with numpydoc

* Restructuring content

* remove estimator table since it's auto-generated

* Add getting started doc page

Co-authored-by: mloning <markus.loning.17@ucl.ac.uk>

* Remove __init_ from class_with_call doc template

* Update api reference files .rst files

* Tweak docstrings

* more pydocstyle docs fixes

* Update doc python object templates

* Switch to numpydoc extension and pydata theme

* Update doc requirements

* Remove autosummary

* Change docstring example to examples

* Classification doc tweaks

* Series transformer docstring tweaks

* Change State docstring heading moved to notes

* Annotation docstring tweaks

* Tweak dataset docstrings

* Additional docstring tweak

* add twitter and discord icons

* add edit-this-page button

* remove estimator from init

* More docstring tweaks based on numpydoc warnings

* More numpydoc warning fixes

* Add validation checks when building docs with numpydoc

* Restructuring content

* remove estimator table since it's auto-generated

* replace m2r2 with myst

Co-authored-by: Ryan Kuhns <rnkuhns@gmail.com>

* Fix _fh.py docstrings

* Remove __init_ from class_with_call doc template

* Update api reference files .rst files

* Tweak docstrings

* more pydocstyle docs fixes

* Update doc python object templates

* Switch to numpydoc extension and pydata theme

* Update doc requirements

* Remove autosummary

* Change docstring example to examples

* Classification doc tweaks

* Series transformer docstring tweaks

* Change State docstring heading moved to notes

* Annotation docstring tweaks

* Tweak dataset docstrings

* Additional docstring tweak

* add twitter and discord icons

* add edit-this-page button

* remove estimator from init

* More docstring tweaks based on numpydoc warnings

* More numpydoc warning fixes

* Add validation checks when building docs with numpydoc

* Restructuring content

* remove estimator table since it's auto-generated

* Add getting started doc page

* Fix annotation pydocstyle errors

* Add module docstring in _meta.py

* Fix pydocstyle errors in _rise.py

* Fix pydocstyle errors in datasets

* Fix pydocstyle error in regression/__init__.py

* Fix pydocstyle errors in regression module

* Fix pydocstyle errors in registry

* Fix pydocstyle errors in performance_metrics

* Fix series_as_features ensemble pydocstyle errors

* Fix pydocstyle errors in forecasting base

* Tweak language in performance_metrics docs

* More pydocstyle error fixes in forecasting module

* Still more pydocstyle error fixes in forecasting

* Fix pydocstyle errors in forecasting model_evaluation

* Forecasting adapter pydocstyle error fixes

* Streamline getting started and fix code blocks

* Add autodoc option to order members by source code

* Update quickstart

Co-authored-by: mloning <markus.loning.17@ucl.ac.uk>
Co-authored-by: Markus Löning <markus.loning@gmail.com>

* add gallery

* add space

* add manual thumbnails

* Pin requirements

* fix nbgallery

* minor changes

* minor changes

…ktime into docs-dev

* Fix _fh.py docstrings

* Remove __init_ from class_with_call doc template

* Update api reference files .rst files

* Tweak docstrings

* more pydocstyle docs fixes

* Update doc python object templates

* Switch to numpydoc extension and pydata theme

* Update doc requirements

* Remove autosummary

* Change docstring example to examples

* Classification doc tweaks

* Series transformer docstring tweaks

* Change State docstring heading moved to notes

* Annotation docstring tweaks

* Tweak dataset docstrings

* Additional docstring tweak

* add twitter and discord icons

* add edit-this-page button

* remove estimator from init

* More docstring tweaks based on numpydoc warnings

* More numpydoc warning fixes

* Add validation checks when building docs with numpydoc

* Restructuring content

* remove estimator table since it's auto-generated

* Add getting started doc page

* Fix annotation pydocstyle errors

* Add module docstring in _meta.py

* Fix pydocstyle errors in _rise.py

* Fix pydocstyle errors in datasets

* Fix pydocstyle error in regression/__init__.py

* Fix pydocstyle errors in regression module

* Fix pydocstyle errors in registry

* Fix pydocstyle errors in performance_metrics

* Fix series_as_features ensemble pydocstyle errors

* Fix pydocstyle errors in forecasting base

* Tweak language in performance_metrics docs

* More pydocstyle error fixes in forecasting module

* Still more pydocstyle error fixes in forecasting

* Fix pydocstyle errors in forecasting model_evaluation

* Forecasting adapter pydocstyle error fixes

* Streamline getting started and fix code blocks

* Add autodoc option to order members by source code

* Update quickstart

* Add shell of perf metric user guide

* Add more content to get_started.rst

* Tweak installation in get_started

* Tweak reference to user guide

* Add content to get_started and glossary

* Fix doc index page

* Remove old user_documentation file

* Add annotation quickstart example

* Fix pydocstyle errors in _column_ensemble.py

* Fix pydocstyle errors benchmarking/evaluation.py

* Update get_started and glossary content

* Add doc to dev guide

* Add panels to additional pages

* Fix get started and sphinx panels

* About converted to .rst

* Remove about.md

* Fix Funding panel on about.rst

* Fix about heading

* Fix api ref panel

* Fix text on panels

Co-authored-by: mloning <markus.loning.17@ucl.ac.uk>
Co-authored-by: Markus Löning <markus.loning@gmail.com>

* Fix _fh.py docstrings

* Remove __init_ from class_with_call doc template

* Update api reference files .rst files

* Tweak docstrings

* more pydocstyle docs fixes

* Update doc python object templates

* Switch to numpydoc extension and pydata theme

* Update doc requirements

* Remove autosummary

* Change docstring example to examples

* Classification doc tweaks

* Series transformer docstring tweaks

* Change State docstring heading moved to notes

* Annotation docstring tweaks

* Tweak dataset docstrings

* Additional docstring tweak

* add twitter and discord icons

* add edit-this-page button

* remove estimator from init

* More docstring tweaks based on numpydoc warnings

* More numpydoc warning fixes

* Add validation checks when building docs with numpydoc

* Restructuring content

* remove estimator table since it's auto-generated

* Add getting started doc page

* Fix annotation pydocstyle errors

* Add module docstring in _meta.py

* Fix pydocstyle errors in _rise.py

* Fix pydocstyle errors in datasets

* Fix pydocstyle error in regression/__init__.py

* Fix pydocstyle errors in regression module

* Fix pydocstyle errors in registry

* Fix pydocstyle errors in performance_metrics

* Fix series_as_features ensemble pydocstyle errors

* Fix pydocstyle errors in forecasting base

* Tweak language in performance_metrics docs

* More pydocstyle error fixes in forecasting module

* Still more pydocstyle error fixes in forecasting

* Fix pydocstyle errors in forecasting model_evaluation

* Forecasting adapter pydocstyle error fixes

* Streamline getting started and fix code blocks

* Add autodoc option to order members by source code

* Update quickstart

* Add shell of perf metric user guide

* Add more content to get_started.rst

* Tweak installation in get_started

* Tweak reference to user guide

* Add content to get_started and glossary

* Fix doc index page

* Remove old user_documentation file

* Add annotation quickstart example

* Fix pydocstyle errors in _column_ensemble.py

* Fix pydocstyle errors benchmarking/evaluation.py

* Update get_started and glossary content

* Add doc to dev guide

* Add panels to additional pages

* Fix get started and sphinx panels

* About converted to .rst

* Remove about.md

* Fix Funding panel on about.rst

* Fix about heading

* Fix api ref panel

* Fix text on panels

Co-authored-by: mloning <markus.loning.17@ucl.ac.uk>
Co-authored-by: Markus Löning <markus.loning@gmail.com>

* Fix pydocstyle error in benchmarking methods

* Fix docstring indentation