xeofs
Comprehensive EOF analysis in Python with xarray: A versatile, multidimensional, and scalable tool for advanced climate data analysis
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최종 버전 다운로드 (.zip)- bug_report.md
- feature_request.md
- how_to.md
- ci.yml
- formatting.yml
- pull-request-linting.yml
- release_package.yml
- custom.css
- custom-class-template.rst
- custom-module-template.rst
- xeofs.cross.CCA.rst
- xeofs.cross.ComplexCCA.rst
- xeofs.cross.ComplexCPCCA.rst
- xeofs.cross.ComplexCPCCARotator.rst
- xeofs.cross.ComplexMCA.rst
- xeofs.cross.ComplexMCARotator.rst
- xeofs.cross.ComplexRDA.rst
- xeofs.cross.CPCCA.rst
- xeofs.cross.CPCCARotator.rst
- xeofs.cross.HilbertCCA.rst
- xeofs.cross.HilbertCPCCA.rst
- xeofs.cross.HilbertCPCCARotator.rst
- xeofs.cross.HilbertMCA.rst
- xeofs.cross.HilbertMCARotator.rst
- xeofs.cross.HilbertRDA.rst
- xeofs.cross.MCA.rst
- xeofs.cross.MCARotator.rst
- xeofs.cross.RDA.rst
- xeofs.multi.CCA.rst
- xeofs.RotatorFactory.rst
- xeofs.single.ComplexEOF.rst
- xeofs.single.ComplexEOFRotator.rst
- xeofs.single.EOF.rst
- xeofs.single.EOFRotator.rst
- xeofs.single.ExtendedEOF.rst
- xeofs.single.GWPCA.rst
- xeofs.single.HilbertEOF.rst
- xeofs.single.HilbertEOFRotator.rst
- xeofs.single.OPA.rst
- xeofs.single.POP.rst
- xeofs.single.SparsePCA.rst
- xeofs.validation.EOFBootstrapper.rst
- cross_set_analysis.rst
- index.rst
- model_evaluation.rst
- multi_set_analysis.rst
- single_set_analysis.rst
- utilities.rst
- sphx_glr_plot_complex_eof_thumb.png
- sphx_glr_plot_eeof_thumb.png
- sphx_glr_plot_eeof_trend_thumb.png
- sphx_glr_plot_eof-smode_thumb.png
- sphx_glr_plot_eof-tmode_thumb.png
- sphx_glr_plot_gwpca_thumb.png
- sphx_glr_plot_hilbert_eof_thumb.png
- sphx_glr_plot_mreof_thumb.png
- sphx_glr_plot_multivariate-eof_thumb.png
- sphx_glr_plot_rotated_eof_thumb.png
- sphx_glr_plot_weighted-eof_thumb.png
- sphx_glr_plot_complex_eof_001.png
- sphx_glr_plot_complex_eof_002.png
- sphx_glr_plot_eeof_001.png
- sphx_glr_plot_eeof_002.png
- sphx_glr_plot_eeof_003.png
- sphx_glr_plot_eeof_trend_001.png
- sphx_glr_plot_eeof_trend_002.png
- sphx_glr_plot_eeof_trend_003.png
- sphx_glr_plot_eof-smode_001.png
- sphx_glr_plot_eof-tmode_001.png
- sphx_glr_plot_gwpca_001.png
- sphx_glr_plot_gwpca_002.png
- sphx_glr_plot_hilbert_eof_001.png
- sphx_glr_plot_hilbert_eof_002.png
- sphx_glr_plot_hilbert_eof_003.png
- sphx_glr_plot_hilbert_eof_004.png
- sphx_glr_plot_mreof_001.png
- sphx_glr_plot_multivariate-eof_001.png
- sphx_glr_plot_rotated_eof_001.png
- sphx_glr_plot_weighted-eof_001.png
- index.rst
- plot_complex_eof.ipynb
- plot_complex_eof.py
- plot_complex_eof.py.md5
- plot_complex_eof.rst
- plot_complex_eof_codeobj.pickle
- plot_eeof.ipynb
- plot_eeof.py
- plot_eeof.py.md5
- plot_eeof.rst
- plot_eeof_codeobj.pickle
- plot_eeof_trend.ipynb
- plot_eeof_trend.py
- plot_eeof_trend.py.md5
- plot_eeof_trend.rst
- plot_eeof_trend_codeobj.pickle
- plot_eof-smode.ipynb
- plot_eof-smode.py
- plot_eof-smode.py.md5
- plot_eof-smode.rst
- plot_eof-smode_codeobj.pickle
- plot_eof-tmode.ipynb
- plot_eof-tmode.py
- plot_eof-tmode.py.md5
- plot_eof-tmode.rst
- plot_eof-tmode_codeobj.pickle
- plot_gwpca.ipynb
- plot_gwpca.py
- plot_gwpca.py.md5
- plot_gwpca.rst
- plot_gwpca_codeobj.pickle
- plot_hilbert_eof.ipynb
- plot_hilbert_eof.py
- plot_hilbert_eof.py.md5
- plot_hilbert_eof.rst
- plot_hilbert_eof_codeobj.pickle
- plot_mreof.ipynb
- plot_mreof.py
- plot_mreof.py.md5
- plot_mreof.rst
- plot_mreof_codeobj.pickle
- plot_multivariate-eof.ipynb
- plot_multivariate-eof.py
- plot_multivariate-eof.py.md5
- plot_multivariate-eof.rst
- plot_multivariate-eof_codeobj.pickle
- plot_rotated_eof.ipynb
- plot_rotated_eof.py
- plot_rotated_eof.py.md5
- plot_rotated_eof.rst
- plot_rotated_eof_codeobj.pickle
- plot_weighted-eof.ipynb
- plot_weighted-eof.py
- plot_weighted-eof.py.md5
- plot_weighted-eof.rst
- plot_weighted-eof_codeobj.pickle
- sg_execution_times.rst
- sphx_glr_plot_mca_thumb.png
- sphx_glr_plot_rotated_mca_thumb.png
- sphx_glr_plot_mca_001.png
- sphx_glr_plot_rotated_mca_001.png
- index.rst
- plot_mca.ipynb
- plot_mca.py
- plot_mca.py.md5
- plot_mca.rst
- plot_mca_codeobj.pickle
- plot_rotated_mca.ipynb
- plot_rotated_mca.py
- plot_rotated_mca.py.md5
- plot_rotated_mca.rst
- plot_rotated_mca_codeobj.pickle
- sg_execution_times.rst
- sphx_glr_plot_cca_thumb.png
- sphx_glr_plot_cca_001.png
- sphx_glr_plot_cca_002.png
- index.rst
- plot_cca.ipynb
- plot_cca.py
- plot_cca.py.md5
- plot_cca.rst
- plot_cca_codeobj.pickle
- sg_execution_times.rst
- sphx_glr_plot_bootstrap_thumb.png
- sphx_glr_plot_bootstrap_001.png
- index.rst
- plot_bootstrap.ipynb
- plot_bootstrap.py
- plot_bootstrap.py.md5
- plot_bootstrap.rst
- plot_bootstrap_codeobj.pickle
- sg_execution_times.rst
- auto_examples_jupyter.zip
- auto_examples_python.zip
- index.rst
- dask_support.rst
- efficient.rst
- index.rst
- labeled_data.rst
- missing_values.rst
- model_evaluation.rst
- model_serialization.rst
- eof-smode.jpg
- eof-tmode.jpg
- mreof-analysis.jpg
- multivariate-eof-analysis.jpg
- plot_complex_eof.py
- plot_eeof.png
- plot_eeof.py
- plot_eeof_trend.py
- plot_eof-smode.py
- plot_eof-tmode.py
- plot_gwpca.py
- plot_hilbert_eof.py
- plot_mreof.py
- plot_multivariate-eof.py
- plot_rotated_eof.py
- plot_weighted-eof.py
- README.rst
- rotated_eof.jpg
- sparse_pca.jpg
- weighted_eof.jpg
- mca.jpg
- plot_mca.py
- plot_rotated_mca.py
- README.rst
- rotated_mca.jpg
- plot_cca.py
- README.rst
- bootstrap.jpg
- plot_bootstrap.py
- README.rst
- README.rst
- how_to_cite.rst
- index.rst
- installation.rst
- migration_v3.rst
- model_implementation.rst
- quickstart.ipynb
- should_i_use_this.rst
- why.rst
- CHANGELOG.md
- contributing.rst
- example_sst_rotated_pca_dark.png
- example_sst_rotated_pca_light.png
- timings_dark.png
- timings_light.png
- favicon.ico
- xeofs_logo_dark.png
- xeofs_logo_dark_aspect21.png
- xeofs_logo_icon.png
- xeofs_logo_light.png
- figure_timings.py
- timings.nc
- timings_dark.png
- timings_light.png
- xeofs_timings.py
- __init__.py
- conf.py
- environment.yml
- index.rst
- make.bat
- Makefile
- sample_data.nc
- __init__.py
- __init__.py
- test_decomposer.py
- __init__.py
- test_cca.py
- test_cpcca.py
- test_cpcca_complex_rotator.py
- test_cpcca_rotator.py
- test_hilbert_cpcca.py
- test_hilbert_mca.py
- test_hilbert_mca_rotator.py
- test_mca.py
- test_mca_rotator.py
- test_rda.py
- __init__.py
- test_cca.py
- __init__.py
- test_eeof.py
- test_eof.py
- test_eof_rotator.py
- test_gwpca.py
- test_hilbert_eof.py
- test_hilbert_eof_rotator.py
- test_opa.py
- test_pop.py
- test_sparse_pca.py
- __init__.py
- test_rotator_factory.py
- __init__.py
- test_multiindex_converter_dataarray.py
- test_multiindex_converter_dataset.py
- test_pca.py
- test_preprocessor_dataarray.py
- test_preprocessor_datalist.py
- test_preprocessor_dataset.py
- test_renamer_dataarray.py
- test_renamer_dataset.py
- test_sanitizer.py
- test_scaler_dataarray.py
- test_scaler_dataset.py
- test_stacker_dataarray.py
- test_stacker_dataset.py
- test_whitener.py
- __init__.py
- test_dimension_renamer.py
- test_total_variance.py
- __init__.py
- test_eof_bootstrapper.py
- __init__.py
- conftest.py
- utilities.py
- __init__.py
- base_model_cross_set.py
- cca.py
- cpcca.py
- cpcca_rotator.py
- mca.py
- mca_rotator.py
- rda.py
- __init__.py
- data_container.py
- __init__.py
- _rotation.py
- _svd.py
- _utils.py
- __init__.py
- decomposer.py
- rotation.py
- svd.py
- utils.py
- __init__.py
- cca.py
- __init__.py
- concatenator.py
- dimension_renamer.py
- list_processor.py
- multi_index_converter.py
- pca.py
- preprocessor.py
- sanitizer.py
- scaler.py
- stacker.py
- transformer.py
- whitener.py
- __init__.py
- _sparse_pca.py
- __init__.py
- base_model_single_set.py
- eeof.py
- eof.py
- eof_rotator.py
- gwpca.py
- opa.py
- pop.py
- sparse_pca.py
- __init__.py
- distance_metrics.py
- kernels.py
- numba_utils.py
- statistics.py
- __init__.py
- constants.py
- data_types.py
- dimension_renamer.py
- hilbert_transform.py
- io.py
- sanity_checks.py
- xarray_utils.py
- __init__.py
- _base_bootstrapper.py
- bootstrapper.py
- __init__.py
- _version.py
- base_model.py
- rotator_factory.py
- .gitignore
- .pre-commit-config.yaml
- .readthedocs.yml
- CITATION.cff
- cliff.toml
- CODE_OF_CONDUCT.md
- LICENSE
- pyproject.toml
- README.md
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