Weierstrass function --- continuous everywhere but differentiable nowhere, the first known mathematical 'monster'. Self-similar roughness at all scales
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.
Bispectrum:off_diagonal_ratio | +4.5z | bank-miss 2.1σ |
AutoRegressive:ar_coef_2 | -4.1z | bank-miss 1.8σ |
Spirograph:petal_symmetry | +3.1z | bank-miss 1.4σ |
Bispectrum:coupling_frequency_centroid | -2.8z | bank-miss 1.9σ |
AutoRegressive:ar_coef_1 | +2.5z | bank-miss 3.7σ |
Symplectic:phase_volume_explored | +2.4z | bank-miss 1.4σ |
Laplacian:laplacian_evolutionary_index | -2.2z | bank-miss 1.6σ |
Septagonal (Danzer):z_conjugate | +2.2z | bank-miss 2.0σ |









_(centered)/signed_log_z/Weierstrass.png)
_(centered)/xy_path/Weierstrass.png)

/barcode/Weierstrass.png)
/d_curve/Weierstrass.png)








/phi_spectrum/Weierstrass.png)










/default/Weierstrass.png)
/default/Weierstrass.png)


| Nearest neighbor | Distance | |
|---|---|---|
| Langevin Double-Well | 3.71 | cross-origin |
| Stochastic Resonance | 3.71 | cross-origin |
| fBm (Antipersistent) | 3.87 | cross-origin |
AutoRegressive › AutoRegressive:ar_coef_2 | rank 304/307 | -2.6622 |
Bispectrum › Bispectrum:bicoherence_gini | rank 1/307 | 0.9881 |
Bispectrum › Bispectrum:off_diagonal_ratio | rank 2/307 | 0.9771 |
Bispectrum › Bispectrum:coupling_frequency_centroid | rank 304/307 | 0.2858 |
Catch24 › Catch24:SC_FluctAnal_2_rsrangefit_50_1_logi_prop_r1 | rank 1/307 | 0.8420 |
Laplacian › Laplacian:curvature_autocorrelation | rank 305/307 | -0.3218 |
Symplectic › Symplectic:phase_volume_explored | rank 1/307 | 0.8749 |