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github-actions[bot] estimates: run 124 from efed18a 2512e7b 112 Commits
estimates.jsonestimates: run 124 from efed18a
README.mdestimates: run 124 from efed18a
runs.jsonlestimates: run 124 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 (111 runs, generated 2026-08-13T14:14:04Z)#

cell sigma M mean se pasts predicted
bp300-6000_s1 1 512 0.9315 0.0042 888 0.9513
bp300-6000_s16 16 512 2.5448 0.0077 888 2.5680
bp300-6000_s2 2 512 1.3093 0.0039 888 1.3319
bp300-6000_s32 32 512 2.9764 0.0202 888 2.9938
bp300-6000_s4 4 512 1.7240 0.0045 888 1.7342
bp300-6000_s8 8 512 2.1313 0.0066 888 2.1476
lp3000_s1 1 512 0.4759 0.0078 888 0.6166
lp3000_s16 16 512 1.4433 0.0064 888 1.4888
lp3000_s2 2 512 0.7627 0.0091 888 0.8251
lp3000_s32 32 512 1.6662 0.0069 888 1.7179
lp3000_s4 4 512 0.9934 0.0063 888 1.0415
lp3000_s8 8 512 1.2114 0.0073 888 1.2632
ma8_s1 1 512 0.4753 0.0069 888 0.6100
ma8_s16 16 512 3.1779 0.0086 888 3.1777
ma8_s2 2 512 0.9750 0.0032 888 0.9825
ma8_s32 32 512 4.0892 0.0080 888 4.1125
ma8_s4 4 512 1.5583 0.0036 888 1.5529
ma8_s8 8 512 2.3065 0.0054 888 2.3064
none_s1 1 512 2.1058 0.0023 888 2.1048
none_s16 16 512 6.0153 0.0160 888 6.0473
none_s2 2 512 3.0653 0.0030 888 3.0620
none_s32 32 512 7.0654 0.0367 888 7.0472
none_s4 4 512 4.0367 0.0045 888 4.0508
none_s8 8 512 5.0580 0.0102 888 5.0480
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