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: long-range memory (persistent); strongly periodic. The atlas finds no named structure, but the source is distinctively extreme on Bispectrum:off_diagonal_ratio (+4.6z) — beyond what the standard bank predicts for it. It sits beside fBm (Antipersistent) in the atlas (standard-bank rank 54) — a neighbor conventional features miss.

What standard analysis sees
tail heaviness0.38
asymmetry0.24
occupancy0.81
short-range corr0.78
long-range memory0.85
spectral colour0.24
periodicity0.87
complexity0.50
time-irreversibility0.45
volatility clustering0.76
multifractality0.36
dimensionality0.45
nonstationarity0.69
What the atlas adds
Atlas-extreme metrics the standard bank can’t predict for this source
Bispectrum:off_diagonal_ratio+4.6zbank-miss 1.6σ
AutoRegressive:ar_coef_2-4.2zbank-miss 2.2σ
Spirograph:petal_symmetry+3.1zbank-miss 1.4σ
Bispectrum:coupling_frequency_centroid-2.8zbank-miss 2.1σ
AutoRegressive:ar_coef_1+2.5zbank-miss 4.1σ
Symplectic:phase_volume_explored+2.4zbank-miss 1.3σ
Laplacian:laplacian_evolutionary_index-2.3zbank-miss 2.2σ
Septagonal (Danzer):z_conjugate+2.2zbank-miss 1.8σ

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)3.88cross-origin

Open in Atlas →

Which Geometries Light Up

AutoRegressive › AutoRegressive:ar_coef_2rank 303/306-2.6622
Bispectrum › Bispectrum:bicoherence_ginirank 1/3060.9881
Bispectrum › Bispectrum:off_diagonal_ratiorank 2/3060.9771
Bispectrum › Bispectrum:coupling_frequency_centroidrank 303/3060.2858
Catch24 › Catch24:SC_FluctAnal_2_rsrangefit_50_1_logi_prop_r1rank 1/3060.8420
Laplacian › Laplacian:curvature_autocorrelationrank 304/306-0.3218
Symplectic › Symplectic:phase_volume_exploredrank 1/3060.8749
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