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Feature/fdm #621

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Feature/fdm #621

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E105D104U125
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  • Added FDM feature in the dimensionality reduction submodule of the preprocessing module _fdm.py .
  • Included a test file for testing the new method test_fdm.py .
  • Created and added an example for the wiki plot_fdm.py .

E105D104U125 and others added 18 commits February 15, 2024 15:49
@E105D104U125
Converted tests to pytests and added FData tests.
8e2323d 
Converted tests from old test_covariances file to pytest format and added tests for functional data objects.
@E105D104U125
Adapted covariances to accept FData objects.
16d8eb0 
Adapted Linear, Polynomial, Exponential, Gaussian and Matern covariances and added control messages for covariance kernels that do not support functional data objects.
@E105D104U125
Input parameters now parsed using ParameterGrid.
4abb6e5 
Changed function to test multivariate data for all covariance functions. Now uses ParameterGrid.
@E105D104U125
Merge branch 'develop' into covariance_kernels
1f3802b
@E105D104U125
Changed EOL to LF.
3a54b9f
@E105D104U125
Replaced EOL to LF
f31229d
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Merge remote-tracking branch 'origin/develop' into covariance_kernels
fd984e8
@E105D104U125
Changed import to avoid circular dependencies.
2c95ed1
@E105D104U125
Changed data fecthing function name
2f99345
@E105D104U125
Merge remote-tracking branch 'origin/develop' into covariance_kernels
2ca5360
@E105D104U125
Covariance_kernels pullrequest changes incorporated.
81f6e58
@E105D104U125
Covariance_kernels pullrequest changes incorporated.
b183269
@E105D104U125
Merge remote-tracking branch 'origin/develop' into covariance_kernels
c5adeba
@E105D104U125
Merge develop into covariance_kernels
fb79ed1
@E105D104U125
Refactored covariances test module and corrected style problems.
4e9db76
@E105D104U125
Changes in style
26c0e73
@E105D104U125
Add FDM feature, tests and doc example.
85c0dcc
@E105D104U125
Changes in style.
eb33f51
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Ignoring flake8 errors WPS440 and WPS441 in the doc example file plot_fdm .

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