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github-actions[bot] estimates: run 149 from efed18a 6f46339 137 Commits
estimates.jsonestimates: run 149 from efed18a
README.mdestimates: run 149 from efed18a
runs.jsonlestimates: run 149 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 (136 runs, generated 2026-08-15T17:11:42Z)#

cell sigma M mean se pasts predicted
bp300-6000_s1 1 512 0.9328 0.0038 1088 0.9513
bp300-6000_s16 16 512 2.5515 0.0083 1088 2.5680
bp300-6000_s2 2 512 1.3115 0.0034 1088 1.3319
bp300-6000_s32 32 512 2.9808 0.0184 1088 2.9938
bp300-6000_s4 4 512 1.7243 0.0042 1088 1.7342
bp300-6000_s8 8 512 2.1299 0.0058 1088 2.1476
lp3000_s1 1 512 0.4787 0.0071 1088 0.6166
lp3000_s16 16 512 1.4410 0.0059 1088 1.4888
lp3000_s2 2 512 0.7611 0.0081 1088 0.8251
lp3000_s32 32 512 1.6670 0.0064 1088 1.7179
lp3000_s4 4 512 0.9942 0.0057 1088 1.0415
lp3000_s8 8 512 1.2100 0.0065 1088 1.2632
ma8_s1 1 512 0.4818 0.0064 1088 0.6100
ma8_s16 16 512 3.1760 0.0075 1088 3.1777
ma8_s2 2 512 0.9760 0.0029 1088 0.9825
ma8_s32 32 512 4.0882 0.0074 1088 4.1125
ma8_s4 4 512 1.5557 0.0032 1088 1.5529
ma8_s8 8 512 2.3088 0.0050 1088 2.3064
none_s1 1 512 2.1056 0.0020 1088 2.1048
none_s16 16 512 6.0112 0.0149 1088 6.0473
none_s2 2 512 3.0672 0.0036 1088 3.0620
none_s32 32 512 7.0479 0.0319 1088 7.0472
none_s4 4 512 4.0382 0.0041 1088 4.0508
none_s8 8 512 5.0512 0.0088 1088 5.0480
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