Add pre-commit hook for codespell

[weiji14]

Catch misspellings using codespell.

Added a pyproject.toml file with a [tool.codespell] section to configure a list of words to ignore (e.g. LINZ).

Original list of typos from https://results.pre-commit.ci/run/github/698210830/1721775297.Gdhue1HnRoC75KjYK2T9Eg (note that there are some false positives from jupyter notebook binary outputs):

Details

codespell................................................................Failed
- hook id: codespell
- exit code: 65

LICENSE-MODEL.md:40: therefrom ==> there from
docs/clay-v0/clay-v0-location-embeddings.ipynb:226: dimentional ==> dimensional
docs/clay-v0/clay-v0-location-embeddings.ipynb:234: Preform ==> Perform
docs/clay-v0/specification-v0.md:22: trainning ==> training
docs/clay-v0/tutorial_digital_earth_pacific_patch_level.ipynb:245: iNH ==> in
docs/clay-v0/tutorial_digital_earth_pacific_patch_level.ipynb:687: te ==> the, be, we, to
docs/clay-v0/tutorial_digital_earth_pacific_patch_level.ipynb:916: WEe ==> we
docs/clay-v0/tutorial_digital_earth_pacific_patch_level.ipynb:985: Nd ==> And, 2nd
docs/clay-v0/tutorial_digital_earth_pacific_patch_level.ipynb:985: FO ==> OF, FOR, TO, DO, GO
docs/clay-v0/tutorial_digital_earth_pacific_patch_level.ipynb:985: OT ==> TO, OF, OR, NOT, IT
docs/clay-v0/tutorial_digital_earth_pacific_patch_level.ipynb:985: bu ==> by, be, but, bug, bun, bud, buy, bum
docs/finetune/regression.md:160: addtion ==> addition
docs/release-notes/changelog-v1.0.md:40: wavelenghts ==> wavelengths
docs/tutorials/clay-v1-wall-to-wall.ipynb:18: Analyise ==> Analyse
docs/tutorials/clay-v1-wall-to-wall.ipynb:336: formate ==> format
docs/tutorials/clay-v1-wall-to-wall.ipynb:377: formate ==> format
docs/tutorials/v1-inference-simsearch-naip-stacchip.ipynb:708: oly ==> only
docs/tutorials/v1-inference-simsearch-naip-stacchip.ipynb:708: teH ==> the
docs/tutorials/v1-inference-simsearch-naip-stacchip.ipynb:708: FO ==> OF, FOR, TO, DO, GO
docs/tutorials/v1-inference-simsearch-naip-stacchip.ipynb:708: tRU ==> through, true
docs/tutorials/v1-inference-simsearch-naip-stacchip.ipynb:708: AAs ==> ass, as
docs/tutorials/v1-inference-simsearch-naip-stacchip.ipynb:708: ALo ==> also
docs/tutorials/v1-inference-simsearch-naip-stacchip.ipynb:708: ALo ==> also
docs/tutorials/v1-inference-simsearch-naip-stacchip.ipynb:708: ALo ==> also
docs/tutorials/v1-inference-simsearch-naip-stacchip.ipynb:708: ALo ==> also
docs/tutorials/v1-inference-simsearch-naip-stacchip.ipynb:708: ALo ==> also
docs/tutorials/v1-inference-simsearch-naip-stacchip.ipynb:708: ALo ==> also
docs/tutorials/v1-inference-simsearch-naip-stacchip.ipynb:708: ALo ==> also
docs/tutorials/v1-inference-simsearch-naip-stacchip.ipynb:708: ALo ==> also
finetune/classify/classify.py:22: inteface ==> interface
finetune/regression/regression.py:22: inteface ==> interface
CODE_OF_CONDUCT.md:9: socio-economic ==> socioeconomic
docs/clay-v0/data_labels.md:29: bechmark ==> benchmark
docs/clay-v0/model_finetuning.md:5: relevent ==> relevant
docs/clay-v0/model_finetuning.md:24: identifiying ==> identifying
docs/clay-v0/model_finetuning.md:153: evalution ==> evaluation, evolution
docs/clay-v0/partial-inputs.ipynb:394: oT ==> to, of, or, not, it
docs/clay-v0/partial-inputs.ipynb:394: fPr ==> for, far, fps
docs/clay-v0/patch_level_cloud_cover.ipynb:701: searchs ==> searches
docs/clay-v0/run_region.md:6: strucutre ==> structure
docs/clay-v0/run_region.md:90: discontinous ==> discontinuous
docs/finetune/classify.md:23: recieves ==> receives
docs/finetune/classify.md:75: Classifcation ==> Classification
docs/finetune/finetune-on-embeddings.ipynb:368: shoudl ==> should
finetune/segment/segment.py:22: inteface ==> interface
trainer.py:22: inteface ==> interface

[weiji14]

Codespell catches some false positive misspellings in Jupyter Notebook binary outputs (see also codespell-project/codespell#2138), so skipping these files after the true positive misspellings have been fixed:

docs/clay-v0/tutorial_digital_earth_pacific_patch_level.ipynb:245: iNH ==> in
docs/clay-v0/tutorial_digital_earth_pacific_patch_level.ipynb:687: te ==> the, be, we, to
docs/clay-v0/tutorial_digital_earth_pacific_patch_level.ipynb:916: WEe ==> we
docs/clay-v0/tutorial_digital_earth_pacific_patch_level.ipynb:985: Nd ==> And, 2nd
docs/clay-v0/tutorial_digital_earth_pacific_patch_level.ipynb:985: FO ==> OF, FOR, TO, DO, GO
docs/clay-v0/tutorial_digital_earth_pacific_patch_level.ipynb:985: OT ==> TO, OF, OR, NOT, IT
docs/clay-v0/tutorial_digital_earth_pacific_patch_level.ipynb:985: bu ==> by, be, but, bug, bun, bud, buy, bum
docs/tutorials/v1-inference-simsearch-naip-stacchip.ipynb:708: oly ==> only
docs/tutorials/v1-inference-simsearch-naip-stacchip.ipynb:708: teH ==> the
docs/tutorials/v1-inference-simsearch-naip-stacchip.ipynb:708: FO ==> OF, FOR, TO, DO, GO
docs/tutorials/v1-inference-simsearch-naip-stacchip.ipynb:708: tRU ==> through, true
docs/tutorials/v1-inference-simsearch-naip-stacchip.ipynb:708: AAs ==> ass, as
docs/tutorials/v1-inference-simsearch-naip-stacchip.ipynb:708: ALo ==> also
docs/tutorials/v1-inference-simsearch-naip-stacchip.ipynb:708: ALo ==> also
docs/tutorials/v1-inference-simsearch-naip-stacchip.ipynb:708: ALo ==> also
docs/tutorials/v1-inference-simsearch-naip-stacchip.ipynb:708: ALo ==> also
docs/tutorials/v1-inference-simsearch-naip-stacchip.ipynb:708: ALo ==> also
docs/tutorials/v1-inference-simsearch-naip-stacchip.ipynb:708: ALo ==> also
docs/tutorials/v1-inference-simsearch-naip-stacchip.ipynb:708: ALo ==> also
docs/tutorials/v1-inference-simsearch-naip-stacchip.ipynb:708: ALo ==> also
docs/clay-v0/partial-inputs.ipynb:394: oT ==> to, of, or, not, it
docs/clay-v0/partial-inputs.ipynb:394: fPr ==> for, far, fps