Computation times#

28:22.173 total execution time for 13 files from generated/auto_examples/applied_examples:

Example

Time

Mem (MB)

Classifying fMRI data with SPDNet (plot_fmri.py)

08:18.005

0.0

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

05:34.025

0.0

Cross-Session Transfer with TSMNet (plot_tsmnet_domain_adaptation.py)

04:59.240

0.0

Manifold Attention with MAtt (plot_matt_attention.py)

02:59.501

0.0

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

02:18.368

0.0

EEG Classification with EEGSPDNet (plot_eegspdnet.py)

01:47.824

0.0

Filter Bank Motor Imagery with TensorCSPNet (plot_benchmark_filterbank.py)

01:34.830

0.0

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

00:22.911

0.0

Phase-Space Embedding with PhaseSPDNet (plot_phase_spdnet.py)

00:21.184

0.0

Parallel Transport on SPD Manifolds (plot_parallel_transport.py)

00:06.286

0.0

Reproducing LieBN Paper Results (Table 4) (liebn_batch_normalization.py)

00:00.000

0.0

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

00:00.000

0.0

Radar Image Classification with SPD Learn (radar.py)

00:00.000

0.0