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github-actions[bot] estimates: run 109 from efed18a 65bb6d3 97 Commits
estimates.jsonestimates: run 109 from efed18a
README.mdestimates: run 109 from efed18a
runs.jsonlestimates: run 109 from efed18a

Cached entropy estimates#

Machine-generated by .github/workflows/estimates.yml on main — do not edit by hand. Every dispatch runs the whole grid again with fresh, independent pasts, appends one record per cell to runs.jsonl, and rebuilds estimates.json from the full log, so the means tighten run after run.

  • runs.jsonl — append-only, one JSON object per (cell, dispatch): the cell's parameters, the per-past values with their sum and sum of squares, the per-past resolved Gibbs thinning and probe autocorrelation times (thin='auto' matches thinning to each chain's measured mixing), the seed, and the code commit that produced them.
  • estimates.json — pooled mean and se per cell over every past ever drawn for it, alongside the analytic predicted rate for comparison.

The estimand is H(z_(M+1) | z_1..z_M) in bits/sample — an upper bound on the entropy rate of z that tightens as the conditioning window M grows.

Fetch it from a browser or a script (raw.githubusercontent.com sends access-control-allow-origin: *):

https://raw.githubusercontent.com/concept-collection/timeseries-entropy/estimates/estimates.json

Current state (96 runs, generated 2026-08-12T06:41:53Z)#

cell sigma M mean se pasts predicted
bp300-6000_s1 1 512 0.9314 0.0045 768 0.9513
bp300-6000_s16 16 512 2.5414 0.0079 768 2.5680
bp300-6000_s2 2 512 1.3101 0.0042 768 1.3319
bp300-6000_s32 32 512 2.9735 0.0190 768 2.9938
bp300-6000_s4 4 512 1.7227 0.0048 768 1.7342
bp300-6000_s8 8 512 2.1334 0.0074 768 2.1476
lp3000_s1 1 512 0.4785 0.0084 768 0.6166
lp3000_s16 16 512 1.4459 0.0068 768 1.4888
lp3000_s2 2 512 0.7643 0.0097 768 0.8251
lp3000_s32 32 512 1.6652 0.0074 768 1.7179
lp3000_s4 4 512 0.9879 0.0070 768 1.0415
lp3000_s8 8 512 1.2151 0.0079 768 1.2632
ma8_s1 1 512 0.4695 0.0073 768 0.6100
ma8_s16 16 512 3.1836 0.0095 768 3.1777
ma8_s2 2 512 0.9750 0.0035 768 0.9825
ma8_s32 32 512 4.0871 0.0086 768 4.1125
ma8_s4 4 512 1.5560 0.0038 768 1.5529
ma8_s8 8 512 2.3043 0.0055 768 2.3064
none_s1 1 512 2.1062 0.0026 768 2.1048
none_s16 16 512 6.0165 0.0171 768 6.0473
none_s2 2 512 3.0658 0.0033 768 3.0620
none_s32 32 512 7.0790 0.0409 768 7.0472
none_s4 4 512 4.0377 0.0049 768 4.0508
none_s8 8 512 5.0622 0.0107 768 5.0480
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