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Operator Templates #65

Merged
merged 27 commits into from
Jun 20, 2024
Merged

Operator Templates #65

merged 27 commits into from
Jun 20, 2024

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shanemcq18
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@shanemcq18 shanemcq18 commented Jun 20, 2024 •
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Added public templates to opinf.operators:

  • OperatorTemplate for general nonparametric operators.
  • OpInfOperator for nonparametric operators that can be learned through Operator Inference (operator matrix times data vector structure).
  • ParametricOperatorTemplate for general parametric operators.
  • ParametricOpInfOperator for parametric operators that can be learned through Operator Inference.

Also added opinf.ddt.InterpolationDerivativeEstimator, made small updates for compatibility with NumPy 2.0.0, and made various improvements to the API documentation.

shanemcq18 added 26 commits June 14, 2024 14:37
@shanemcq18
rhs(), jacobian() always expect arrays, never floats
589e341
@shanemcq18
OperatorTemplate class (still orphaned)
84aa360
@shanemcq18
OperatorTemplate.__str__()
cdd8c22
@shanemcq18
ParametricOperatorTemplate (untested, needs verify())
8b4c4ae
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_InputMixin -> InputMixin
20cb6ff
@shanemcq18
_NonparametricOperator -> OpInfOperatorTemplate
b611cc8
@shanemcq18
small coverage improvements
7f35ba4
@shanemcq18
rename operator templates, base OpInf operator classes
7f26846
@shanemcq18
operators.is_uncalibrated()
80d1f12
@shanemcq18
allow for galerkin() to return other type
3d86d7a
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remove source code guide
ebb41cd
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update operators doc page
4046bc5
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galerkin not required
7071d3f
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operators.md -> operators.ipynb
1d5ec1e
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update operator verify()
282cf3a
@shanemcq18
update operators doc page
b90748d
@shanemcq18
update lift doc page and __str__
379f468
@shanemcq18
update pre docs page with transformer example
ed4e519
@shanemcq18
update basis docs page, add plot_projection_error()
1e61e1b
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update ddt docs page with example
7de0b53
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InterpolationDerivativeEstimator
6c829d7
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ddt __str__()
7973607
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fix broken references
df5096e
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doc page writing improvements
3992c77
@shanemcq18
lstsq test coverage
7fc689b
@shanemcq18
version 0.5.5 -> 0.5.6, update changelog
45ccced
@shanemcq18
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See #48.

@shanemcq18 shanemcq18 merged commit 0777346 into Willcox-Research-Group:main Jun 20, 2024
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@shanemcq18 shanemcq18 deleted the optemplate branch June 20, 2024 19:57
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