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updated docs
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docs/requirements.txt

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accessible-pygments==0.0.5
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alabaster==1.0.0
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annotated-types==0.7.0
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anyio==4.7.0
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appnope==0.1.4
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argon2-cffi==23.1.0
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argon2-cffi-bindings==21.2.0
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arrow==1.3.0
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asttokens==3.0.0
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async-lru==2.0.4
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attrs==24.3.0
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babel==2.16.0
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beautifulsoup4==4.12.3
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bleach==6.2.0
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build==1.2.2.post1
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certifi==2024.12.14
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cffi==1.17.1
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charset-normalizer==3.4.1
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click==8.1.8
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cloudpickle==3.1.0
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comm==0.2.2
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contourpy==1.3.1
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coverage==7.8.0
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cycler==0.12.1
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dask==2023.3.2
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debugpy==1.8.11
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decorator==5.1.1
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defusedxml==0.7.1
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deprecation==2.1.0
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descartes==1.1.0
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docutils==0.21.2
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executing==2.1.0
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fastjsonschema==2.21.1
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fonttools==4.55.3
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fqdn==1.5.1
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fsspec==2024.12.0
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geopandas==1.0.1
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h11==0.16.0
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httpcore==1.0.7
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httpx==0.28.1
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idna==3.10
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imagesize==1.4.1
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importlib_metadata==8.5.0
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iniconfig==2.0.0
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ipykernel==6.29.5
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ipython==8.31.0
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isoduration==20.11.0
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jaraco.classes==3.4.0
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jaraco.context==6.0.1
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jaraco.functools==4.1.0
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jedi==0.19.2
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Jinja2==3.1.6
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joblib==1.4.2
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json5==0.10.0
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jsonpointer==3.0.0
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jsonschema==4.23.0
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jsonschema-specifications==2024.10.1
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jupyter-events==0.11.0
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jupyter-lsp==2.2.5
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jupyter_client==8.6.3
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jupyter_core==5.7.2
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jupyter_server==2.15.0
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jupyter_server_terminals==0.5.3
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jupyterlab==4.3.4
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jupyterlab_pygments==0.3.0
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jupyterlab_server==2.27.3
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keyring==25.6.0
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kiwisolver==1.4.8
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locket==1.0.0
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markdown-it-py==3.0.0
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MarkupSafe==3.0.2
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matplotlib==3.10.0
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matplotlib-inline==0.1.7
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mdurl==0.1.2
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mistune==3.1.0
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more-itertools==10.5.0
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nbclient==0.10.2
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nbconvert==7.16.5
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nbformat==5.10.4
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nbsphinx==0.9.6
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nest-asyncio==1.6.0
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nh3==0.2.20
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notebook==7.3.2
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notebook_shim==0.2.4
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numpy==1.26.4
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numpydoc==1.8.0
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overrides==7.7.0
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packaging==24.2
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pandas==2.2.3
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pandocfilters==1.5.1
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parso==0.8.4
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partd==1.4.2
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pexpect==4.9.0
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pillow==11.1.0
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pkginfo==1.12.0
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platformdirs==4.3.6
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pluggy==1.5.0
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prettytable==3.12.0
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prometheus_client==0.21.1
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prompt_toolkit==3.0.48
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psutil==6.1.1
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ptyprocess==0.7.0
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pure_eval==0.2.3
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pyarrow==18.1.0
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pycparser==2.22
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pydantic==2.10.4
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pydantic_core==2.27.2
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pydata-sphinx-theme==0.16.1
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Pygments==2.18.0
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pylibtiff==0.6.1
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pyogrio==0.10.0
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pyparsing==3.2.1
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pyproj==3.7.0
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pyproject_hooks==1.2.0
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pytest==8.3.4
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pytest-cov==6.1.0
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python-dateutil==2.9.0.post0
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python-json-logger==3.2.1
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pytz==2024.2
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PyYAML==6.0.2
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pyzmq==26.2.0
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readme_renderer==44.0
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referencing==0.35.1
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requests==2.32.4
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requests-toolbelt==1.0.0
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rfc3339-validator==0.1.4
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rfc3986==2.0.0
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rfc3986-validator==0.1.1
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rich==13.9.4
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rpds-py==0.22.3
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Rtree==1.3.0
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scalene==1.5.51
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scikit-learn==1.6.0
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scipy==1.15.0
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Send2Trash==1.8.3
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setuptools==78.1.1
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shapely==2.0.6
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six==1.17.0
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sniffio==1.3.1
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snowballstemmer==2.2.0
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soupsieve==2.6
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Sphinx==8.1.3
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sphinx-copybutton==0.5.2
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sphinxcontrib-applehelp==2.0.0
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sphinxcontrib-devhelp==2.0.0
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sphinxcontrib-htmlhelp==2.1.0
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sphinxcontrib-jsmath==1.0.1
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sphinxcontrib-qthelp==2.0.0
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sphinxcontrib-serializinghtml==2.0.0
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stack-data==0.6.3
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tabulate==0.9.0
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terminado==0.18.1
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threadpoolctl==3.5.0
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tinycss2==1.4.0
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toolz==1.0.0
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tornado==6.5
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tqdm==4.67.1
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traitlets==5.14.3
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twine==6.0.1
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types-python-dateutil==2.9.0.20241206
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typing_extensions==4.12.2
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tzdata==2024.2
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uri-template==1.3.0
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urllib3==2.5.0
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wcwidth==0.2.13
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webcolors==24.11.1
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webencodings==0.5.1
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websocket-client==1.8.0
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wheel==0.45.1
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zipp==3.21.0
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pydantic
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tqdm
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geopandas
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scipy
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prettytable
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numpy
7+
matplotlib
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dask
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pytest
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pytest-cov
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sphinx
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nbsphinx
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numpydoc
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pydata-sphinx-theme
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sphinx-copybutton
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notebook

docs/source/usage/tutorials/functional

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