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github-actions[bot] estimates: run 155 from efed18a a1b3e14 143 Commits
estimates.jsonestimates: run 155 from efed18a
README.mdestimates: run 155 from efed18a
runs.jsonlestimates: run 155 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 (142 runs, generated 2026-08-16T05:16:24Z)#

cell sigma M mean se pasts predicted
bp300-6000_s1 1 512 0.9333 0.0037 1136 0.9513
bp300-6000_s16 16 512 2.5493 0.0080 1136 2.5680
bp300-6000_s2 2 512 1.3125 0.0033 1136 1.3319
bp300-6000_s32 32 512 2.9810 0.0179 1136 2.9938
bp300-6000_s4 4 512 1.7270 0.0043 1136 1.7342
bp300-6000_s8 8 512 2.1298 0.0056 1136 2.1476
lp3000_s1 1 512 0.4775 0.0069 1136 0.6166
lp3000_s16 16 512 1.4411 0.0058 1136 1.4888
lp3000_s2 2 512 0.7605 0.0079 1136 0.8251
lp3000_s32 32 512 1.6655 0.0063 1136 1.7179
lp3000_s4 4 512 0.9927 0.0056 1136 1.0415
lp3000_s8 8 512 1.2097 0.0063 1136 1.2632
ma8_s1 1 512 0.4812 0.0063 1136 0.6100
ma8_s16 16 512 3.1761 0.0073 1136 3.1777
ma8_s2 2 512 0.9755 0.0028 1136 0.9825
ma8_s32 32 512 4.0893 0.0073 1136 4.1125
ma8_s4 4 512 1.5568 0.0031 1136 1.5529
ma8_s8 8 512 2.3098 0.0050 1136 2.3064
none_s1 1 512 2.1054 0.0019 1136 2.1048
none_s16 16 512 6.0065 0.0144 1136 6.0473
none_s2 2 512 3.0667 0.0035 1136 3.0620
none_s32 32 512 7.0464 0.0308 1136 7.0472
none_s4 4 512 4.0386 0.0041 1136 4.0508
none_s8 8 512 5.0498 0.0085 1136 5.0480
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