Computation times#

00:00.000 total execution time for 25 files from all galleries:

Example

Time

Mem (MB)

Reproducing LieBN Paper Results (Table 4) (../../examples/applied_examples/liebn_batch_normalization.py)

00:00.000

0.0

Benchmarking SPD Learn Models with MOABB and Hydra (../../examples/applied_examples/moabb_hydra_benchmark.py)

00:00.000

0.0

Filter Bank Motor Imagery with TensorCSPNet (../../examples/applied_examples/plot_benchmark_filterbank.py)

00:00.000

0.0

EEG Classification with EEGSPDNet (../../examples/applied_examples/plot_eegspdnet.py)

00:00.000

0.0

Classifying fMRI data with SPDNet (../../examples/applied_examples/plot_fmri.py)

00:00.000

0.0

Learnable Wavelets with GREEN for EEG Classification (../../examples/applied_examples/plot_green_wavelets.py)

00:00.000

0.0

Manifold Attention with MAtt (../../examples/applied_examples/plot_matt_attention.py)

00:00.000

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Parallel Transport on SPD Manifolds (../../examples/applied_examples/plot_parallel_transport.py)

00:00.000

0.0

Phase-Space Embedding with PhaseSPDNet (../../examples/applied_examples/plot_phase_spdnet.py)

00:00.000

0.0

SPDIM: Source-Free Domain Adaptation on SPD Manifolds (../../examples/applied_examples/plot_source_free_domain.py)

00:00.000

0.0

Testing Robustness of SPD Models with Riemannian PGD Attack (../../examples/applied_examples/plot_spd_rpgd_attack.py)

00:00.000

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Cross-Session Transfer with TSMNet (../../examples/applied_examples/plot_tsmnet_domain_adaptation.py)

00:00.000

0.0

Radar Image Classification with SPD Learn (../../examples/applied_examples/radar.py)

00:00.000

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How to Add Batch Normalization to an SPDNet (../../examples/howto/plot_howto_add_batchnorm.py)

00:00.000

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How to Choose a Metric for Batch Normalization (../../examples/howto/plot_howto_choose_metric.py)

00:00.000

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Understanding Symmetric Positive Definite (SPD) Matrices (../../examples/tutorials/tutorial_01_spd_concepts.py)

00:00.000

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Building Blocks of SPD Neural Networks (../../examples/tutorials/tutorial_02_building_blocks.py)

00:00.000

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End-to-End EEG Classification Tutorial (../../examples/tutorials/tutorial_03_eeg_classification.py)

00:00.000

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Numerical Precision and Stability for SPD Networks (../../examples/tutorials/tutorial_04_numerical_precision.py)

00:00.000

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Batch Normalization on SPD Manifolds (../../examples/tutorials/tutorial_05_batch_normalization.py)

00:00.000

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SPD Batch Normalization Animation (../../examples/visualizations/plot_batchnorm_animation.py)

00:00.000

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BiMap Layer Animation (../../examples/visualizations/plot_bimap_animation.py)

00:00.000

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CovLayer Animation (../../examples/visualizations/plot_covlayer_animation.py)

00:00.000

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LogEig: Linearization and the Swelling Effect (../../examples/visualizations/plot_logeig_animation.py)

00:00.000

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ReEig Layer Animation (../../examples/visualizations/plot_reeig_animation.py)

00:00.000

0.0