Triangle Wave

waveform · 36 views
waveform

What It Is

Triangle wave --- linear ramps up and down, smooth peaks with 1/n² Fourier decay (only odd harmonics)

Interpretation

Standard analysis sees: rich, high-entropy values; red spectrum (low-frequency / 1-over-f power); strongly periodic; low-complexity (predictable, not noise-like); low-dimensional; stationary. The atlas finds no named structure, but the source is distinctively extreme on Attractor Reconstruction:kaplan_yorke_dim (-2.2z) — beyond what the standard bank predicts for it.

What standard analysis sees
tail heaviness0.25
asymmetry0.47
occupancy0.89
short-range corr0.79
long-range memory0.43
spectral colour0.08
periodicity0.96
complexity0.14
time-irreversibility0.53
volatility clustering0.76
multifractality0.37
dimensionality0.12
nonstationarity0.06
What the atlas adds
Atlas-extreme metrics the standard bank can’t predict for this source
Attractor Reconstruction:kaplan_yorke_dim-2.2zbank-miss 1.9σ

Composition

dtypefloat64
range[-1, 1]
unique values16384 / 16384
mean ± std0.00145 ± 0.577

Render Gallery

Atlas Position

Nearest neighborDistance
Damped Pendulum3.67cross-domain
2-Torus Quasiperiodic3.98cross-domain
Clipped Sine4.12

Open in Atlas →

Which Geometries Light Up

Attractor ReconstructionAttractor Reconstruction:d2_saturationrank 3/2980.9972
D4 TrialityD4 Triality:edge_ortho_polarityrank 5/2980.7393
Fisher InformationFisher Information:effective_dimensionrank 5/29815.9996
Fisher InformationFisher Information:log_det_fisherrank 294/29844.3616
Fisher InformationFisher Information:trace_fisherrank 294/298256.0061
Modular ResidueModular Residue:occupancy_entropyrank 3/2981.0000
Multi-Scale WassersteinMulti-Scale Wasserstein:w_max_ratiorank 5/2981355.0116
NonstationarityNonstationarity:metric_volatilityrank 4/2983.2055
Ordinal PartitionOrdinal Partition:time_irreversibilityrank 296/2980.0030
Visibility GraphVisibility Graph:avg_clustering_coeffrank 295/2980.1777
WassersteinWasserstein:entropyrank 5/2985.0000
WassersteinWasserstein:concentrationrank 294/2981.0088
WassersteinWasserstein:dist_from_uniformrank 294/2980.0005
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