Weierstrass

special-functions · 37 views
special-functionsfractal/singular

What It Is

Weierstrass function --- continuous everywhere but differentiable nowhere, the first known mathematical 'monster'. Self-similar roughness at all scales

Interpretation

Standard analysis sees: red spectrum (low-frequency / 1-over-f power); strongly periodic. The atlas finds no named structure, but the source is distinctively extreme on Bispectrum:off_diagonal_ratio (+4.5z) — beyond what the standard bank predicts for it. It sits beside fBm (Antipersistent) in the atlas (standard-bank rank 55) — a neighbor conventional features miss.

What standard analysis sees
tail heaviness0.40
asymmetry0.26
occupancy0.80
short-range corr0.77
long-range memory0.85
spectral colour0.12
periodicity0.89
complexity0.49
time-irreversibility0.54
volatility clustering0.76
multifractality0.38
dimensionality0.43
nonstationarity0.71
What the atlas adds
Atlas-extreme metrics the standard bank can’t predict for this source
Bispectrum:off_diagonal_ratio+4.5zbank-miss 2.1σ
AutoRegressive:ar_coef_2-4.1zbank-miss 1.8σ
Spirograph:petal_symmetry+3.1zbank-miss 1.4σ
Bispectrum:coupling_frequency_centroid-2.8zbank-miss 1.9σ
AutoRegressive:ar_coef_1+2.5zbank-miss 3.7σ
Symplectic:phase_volume_explored+2.4zbank-miss 1.4σ
Laplacian:laplacian_evolutionary_index-2.2zbank-miss 1.6σ
Septagonal (Danzer):z_conjugate+2.2zbank-miss 2.0σ

Composition

dtypefloat64
range[-1.935, 1.926]
unique values16384 / 16384
mean ± std0.0243 ± 0.814

Render Gallery

Atlas Position

Nearest neighborDistance
Langevin Double-Well3.71cross-origin
Stochastic Resonance3.71cross-origin
fBm (Antipersistent)3.87cross-origin

Open in Atlas →

Which Geometries Light Up

AutoRegressiveAutoRegressive:ar_coef_2rank 304/307-2.6622
BispectrumBispectrum:bicoherence_ginirank 1/3070.9881
BispectrumBispectrum:off_diagonal_ratiorank 2/3070.9771
BispectrumBispectrum:coupling_frequency_centroidrank 304/3070.2858
Catch24Catch24:SC_FluctAnal_2_rsrangefit_50_1_logi_prop_r1rank 1/3070.8420
LaplacianLaplacian:curvature_autocorrelationrank 305/307-0.3218
SymplecticSymplectic:phase_volume_exploredrank 1/3070.8749
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