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[ENH] Reimannian #102

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[ENH] Reimannian #102

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TonyBagnall
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add Reimannian functionality

TonyBagnall and others added 14 commits August 21, 2024 10:52
* add riemannian distance functions between matrices
add tests for riemannian distance functions between matrices
add example notebook for riemannian distance functions between matrices

* add references for examples

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Co-authored-by: futuer <[email protected]>
2. fix formula fault in examples and \_riemannian\_matrix.py
	3. add pairwise distance function

Co-authored-by: futuer <[email protected]>
this is a power spectral density matrices transformation
2. add a simple test for _nuttall_strand.py above
3. add function to calculate optimal weights for
riemannian density matrices in _get_optimal_weights.py
4. add normal pairewise riemannian distance function
    in _riemannian_matrix.py
5. get _check_inputs and _is_hpd function back to
    test_riemannian_matrix.py
6. change a link import for _is_hpd function in
    test_power_spectrum.py
7. add a special knn in _nuttall_knn.py
    for the 3D input which get from NuttallStrand transform

Co-authored-by: futuer <[email protected]>
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@aeon-actions-bot aeon-actions-bot bot added enhancement New feature or request examples Example notebook related labels Nov 21, 2024
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Thank you for contributing to aeon-neuro

I have added the following labels to this PR based on the title: [ $\color{#FEF1BE}{\textsf{enhancement}}$ ].
I have added the following labels to this PR based on the changes made: [ $\color{#45FD64}{\textsf{examples}}$ ]. Feel free to change these if they do not properly represent the PR.

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4 participants