Shuffled Blocks

stochastic-process · 37 views
stochastic-processstochastic

What It Is

Structured blocks shuffled in random order. Uniform marginals, moderate block entropy, low recurrence.

Interpretation

Standard analysis sees: rich, high-entropy values. The atlas finds no named structure, but the source is distinctively extreme on Predictability:entropy_decay_rate (+3.1z) — beyond what the standard bank predicts for it. It sits beside Kepler Non-planet in the atlas (standard-bank rank 43) — a neighbor conventional features miss.

What standard analysis sees
tail heaviness0.18
asymmetry0.52
occupancy0.88
short-range corr0.56
long-range memory0.49
spectral colour0.46
periodicity0.33
complexity0.31
time-irreversibility0.19
volatility clustering0.58
multifractality0.49
dimensionality0.77
nonstationarity0.25
What the atlas adds
Atlas-extreme metrics the standard bank can’t predict for this source
Predictability:entropy_decay_rate+3.1zbank-miss 1.6σ

Composition

dtypeuint8
range[0, 255]
unique values256 / 16384
mean ± std127 ± 78.5

Render Gallery

Atlas Position

Nearest neighborDistance
Network Packet Sizes3.84cross-origin
Bzip2 (level 9)4.65cross-origin
Kepler Non-planet4.67cross-origin

Open in Atlas →

Which Geometries Light Up

Attractor ReconstructionAttractor Reconstruction:kaplan_yorke_dimrank 1/3076.0000
Attractor ReconstructionAttractor Reconstruction:embedding_spread_dimensionrank 3/3074.2177
Catch24Catch24:DN_HistogramMode_10rank 307/307-1.4390
LaplacianLaplacian:laplacian_evolutionary_indexrank 2/3070.5405
Multi-Scale WassersteinMulti-Scale Wasserstein:w_finerank 3/3070.2375
PredictabilityPredictability:entropy_decay_raterank 3/3070.1521
ZariskiZariski:residual_sloperank 4/307-0.7018
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