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github-actions[bot] estimates: run 179 from efed18a ad3fafd 167 Commits
estimates.jsonestimates: run 179 from efed18a
README.mdestimates: run 179 from efed18a
runs.jsonlestimates: run 179 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 (166 runs, generated 2026-08-18T05:21:13Z)#

cell sigma M mean se pasts predicted
bp300-6000_s1 1 512 0.9347 0.0033 1328 0.9513
bp300-6000_s16 16 512 2.5519 0.0071 1328 2.5680
bp300-6000_s2 2 512 1.3135 0.0031 1328 1.3319
bp300-6000_s32 32 512 2.9843 0.0175 1328 2.9938
bp300-6000_s4 4 512 1.7260 0.0041 1328 1.7342
bp300-6000_s8 8 512 2.1294 0.0051 1328 2.1476
lp3000_s1 1 512 0.4786 0.0064 1328 0.6166
lp3000_s16 16 512 1.4445 0.0058 1328 1.4888
lp3000_s2 2 512 0.7584 0.0074 1328 0.8251
lp3000_s32 32 512 1.6670 0.0057 1328 1.7179
lp3000_s4 4 512 0.9913 0.0052 1328 1.0415
lp3000_s8 8 512 1.2094 0.0058 1328 1.2632
ma8_s1 1 512 0.4831 0.0058 1328 0.6100
ma8_s16 16 512 3.1723 0.0064 1328 3.1777
ma8_s2 2 512 0.9737 0.0026 1328 0.9825
ma8_s32 32 512 4.0887 0.0067 1328 4.1125
ma8_s4 4 512 1.5567 0.0029 1328 1.5529
ma8_s8 8 512 2.3112 0.0050 1328 2.3064
none_s1 1 512 2.1055 0.0018 1328 2.1048
none_s16 16 512 6.0250 0.0158 1328 6.0473
none_s2 2 512 3.0637 0.0031 1328 3.0620
none_s32 32 512 7.0436 0.0283 1328 7.0472
none_s4 4 512 4.0429 0.0040 1328 4.0508
none_s8 8 512 5.0421 0.0075 1328 5.0480
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