Rewrite as a probabilistic model with walk-forward evaluation.
Replace the 2024 model (model.py, ~2000 lines) with the btcmodel package, the baseline for future work: - Forecasts are quantiles of log price at each horizon, scored with CRPS in a walk-forward backtest (origins every 30 days from 2014, horizons 1 month to 4 years). Skill is relative to a zero-drift random walk, with circular block-bootstrap intervals and a count of independent windows. - Development data stops at 2024-11-26, the last day the 2024 model saw. Later outcomes are a holdout, scored only by `backtest --holdout`. - Models: random_walk, drift_rw, and cycle (the 2024 model's cycle-position drift, now kernel-smoothed and recency-weighted). On development data nothing beats the random walk with confidence; cycle loses at every horizon. - Prices: the Investing.com archive moves to data/ (cut at 2024-11-26; its last row was intraday) and is extended with Coinbase daily closes by `update`. Also: Nix flake dev shell (Python 3.13, pandas 3), ruff in place of black, pytest suite, and a rewritten README. NOTES.md is removed as inaccurate, and poetry is dropped.
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|
||||
2025-12-17,86209.77
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||||
2025-12-18,85460.02
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||||
2025-12-19,88092.65
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||||
2025-12-20,88324.0
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||||
2025-12-21,88639.95
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||||
2025-12-22,88556.77
|
||||
2025-12-23,87429.32
|
||||
2025-12-24,87609.03
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||||
2025-12-25,87171.68
|
||||
2025-12-26,87296.01
|
||||
2025-12-27,87808.0
|
||||
2025-12-28,87877.29
|
||||
2025-12-29,87110.78
|
||||
2025-12-30,88397.5
|
||||
2025-12-31,87497.94
|
||||
2026-01-01,88738.34
|
||||
2026-01-02,89957.99
|
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2026-01-03,90598.02
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2026-01-04,91494.0
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2026-01-05,93870.06
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2026-01-06,93722.01
|
||||
2026-01-07,91279.73
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||||
2026-01-08,91026.0
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||||
2026-01-09,90515.45
|
||||
2026-01-10,90385.54
|
||||
2026-01-11,90872.01
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2026-01-12,91188.09
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||||
2026-01-13,95384.23
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2026-01-14,96955.16
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2026-01-15,95587.65
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2026-01-16,95504.0
|
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2026-01-17,95109.99
|
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2026-01-18,93633.53
|
||||
2026-01-19,92559.66
|
||||
2026-01-20,88310.6
|
||||
2026-01-21,89363.71
|
||||
2026-01-22,89463.5
|
||||
2026-01-23,89474.93
|
||||
2026-01-24,89082.17
|
||||
2026-01-25,86561.94
|
||||
2026-01-26,88250.01
|
||||
2026-01-27,89116.96
|
||||
2026-01-28,89162.4
|
||||
2026-01-29,84513.2
|
||||
2026-01-30,84110.99
|
||||
2026-01-31,78648.0
|
||||
2026-02-01,76895.53
|
||||
2026-02-02,78666.85
|
||||
2026-02-03,75661.49
|
||||
2026-02-04,72998.0
|
||||
2026-02-05,62791.0
|
||||
2026-02-06,70527.7
|
||||
2026-02-07,69244.74
|
||||
2026-02-08,70279.33
|
||||
2026-02-09,70101.99
|
||||
2026-02-10,68803.65
|
||||
2026-02-11,67024.93
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||||
2026-02-12,66208.0
|
||||
2026-02-13,68812.0
|
||||
2026-02-14,69786.96
|
||||
2026-02-15,68792.0
|
||||
2026-02-16,68858.13
|
||||
2026-02-17,67466.7
|
||||
2026-02-18,66419.79
|
||||
2026-02-19,66972.5
|
||||
2026-02-20,67984.42
|
||||
2026-02-21,67955.78
|
||||
2026-02-22,67617.98
|
||||
2026-02-23,64625.78
|
||||
2026-02-24,64068.33
|
||||
2026-02-25,67992.68
|
||||
2026-02-26,67490.51
|
||||
2026-02-27,65859.94
|
||||
2026-02-28,66967.85
|
||||
2026-03-01,65769.0
|
||||
2026-03-02,68832.01
|
||||
2026-03-03,68335.99
|
||||
2026-03-04,72683.26
|
||||
2026-03-05,70887.6
|
||||
2026-03-06,68108.24
|
||||
2026-03-07,67259.62
|
||||
2026-03-08,65970.56
|
||||
2026-03-09,68432.17
|
||||
2026-03-10,69960.83
|
||||
2026-03-11,70208.0
|
||||
2026-03-12,70531.56
|
||||
2026-03-13,70944.33
|
||||
2026-03-14,71232.02
|
||||
2026-03-15,72830.01
|
||||
2026-03-16,74886.47
|
||||
2026-03-17,73934.11
|
||||
2026-03-18,71245.02
|
||||
2026-03-19,69918.3
|
||||
2026-03-20,70497.01
|
||||
2026-03-21,68912.02
|
||||
2026-03-22,67844.94
|
||||
2026-03-23,70874.23
|
||||
2026-03-24,70533.49
|
||||
2026-03-25,71301.53
|
||||
2026-03-26,68769.02
|
||||
2026-03-27,66353.34
|
||||
2026-03-28,66320.15
|
||||
2026-03-29,65956.94
|
||||
2026-03-30,66737.18
|
||||
2026-03-31,68221.85
|
||||
2026-04-01,68112.35
|
||||
2026-04-02,66894.48
|
||||
2026-04-03,66959.99
|
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2026-04-04,67291.73
|
||||
2026-04-05,69005.0
|
||||
2026-04-06,68853.61
|
||||
2026-04-07,71910.2
|
||||
2026-04-08,71085.99
|
||||
2026-04-09,71798.01
|
||||
2026-04-10,72997.88
|
||||
2026-04-11,73086.0
|
||||
2026-04-12,70755.35
|
||||
2026-04-13,74446.0
|
||||
2026-04-14,74179.04
|
||||
2026-04-15,74836.31
|
||||
2026-04-16,75163.09
|
||||
2026-04-17,77098.01
|
||||
2026-04-18,75736.82
|
||||
2026-04-19,73823.14
|
||||
2026-04-20,75864.86
|
||||
2026-04-21,76348.58
|
||||
2026-04-22,78208.52
|
||||
2026-04-23,78281.32
|
||||
2026-04-24,77461.8
|
||||
2026-04-25,77650.72
|
||||
2026-04-26,78673.83
|
||||
2026-04-27,77364.42
|
||||
2026-04-28,76317.99
|
||||
2026-04-29,75752.88
|
||||
2026-04-30,76305.78
|
||||
2026-05-01,78234.05
|
||||
2026-05-02,78682.31
|
||||
2026-05-03,78558.89
|
||||
2026-05-04,79852.37
|
||||
2026-05-05,80907.72
|
||||
2026-05-06,81438.1
|
||||
2026-05-07,80005.38
|
||||
2026-05-08,80188.82
|
||||
2026-05-09,80655.96
|
||||
2026-05-10,82199.99
|
||||
2026-05-11,81727.06
|
||||
2026-05-12,80484.72
|
||||
2026-05-13,79288.26
|
||||
2026-05-14,81079.39
|
||||
2026-05-15,79058.51
|
||||
2026-05-16,78105.45
|
||||
2026-05-17,77407.59
|
||||
2026-05-18,76943.98
|
||||
2026-05-19,76767.48
|
||||
2026-05-20,77475.99
|
||||
2026-05-21,77547.62
|
||||
2026-05-22,75443.91
|
||||
2026-05-23,76650.0
|
||||
2026-05-24,76975.99
|
||||
2026-05-25,77249.07
|
||||
2026-05-26,75826.1
|
||||
2026-05-27,74315.98
|
||||
2026-05-28,73512.56
|
||||
2026-05-29,73366.77
|
||||
2026-05-30,73770.69
|
||||
2026-05-31,73575.17
|
||||
2026-06-01,71314.42
|
||||
2026-06-02,66658.35
|
||||
2026-06-03,64040.0
|
||||
2026-06-04,63806.02
|
||||
2026-06-05,61032.0
|
||||
2026-06-06,60850.48
|
||||
2026-06-07,63302.73
|
||||
2026-06-08,63062.98
|
||||
2026-06-09,61685.8
|
||||
2026-06-10,61449.46
|
||||
2026-06-11,63563.42
|
||||
2026-06-12,63538.43
|
||||
2026-06-13,64429.99
|
||||
2026-06-14,65706.62
|
||||
2026-06-15,66276.8
|
||||
2026-06-16,65616.64
|
||||
2026-06-17,64446.04
|
||||
2026-06-18,62879.01
|
||||
2026-06-19,63475.2
|
||||
2026-06-20,64222.99
|
||||
2026-06-21,63235.63
|
||||
2026-06-22,63950.61
|
||||
2026-06-23,62644.86
|
||||
2026-06-24,60983.13
|
||||
2026-06-25,59703.65
|
||||
2026-06-26,60002.53
|
||||
2026-06-27,59934.84
|
||||
2026-06-28,59474.01
|
||||
2026-06-29,60162.73
|
||||
2026-06-30,58523.93
|
||||
2026-07-01,59961.45
|
||||
2026-07-02,61484.02
|
||||
2026-07-03,62520.22
|
||||
2026-07-04,63086.45
|
||||
2026-07-05,63580.44
|
||||
2026-07-06,64001.84
|
||||
2026-07-07,63323.27
|
||||
2026-07-08,62237.7
|
||||
2026-07-09,63175.25
|
||||
2026-07-10,64128.49
|
||||
2026-07-11,63773.04
|
||||
2026-07-12,63740.32
|
||||
2026-07-13,62264.94
|
||||
2026-07-14,64988.64
|
||||
2026-07-15,64716.63
|
||||
2026-07-16,63770.6
|
||||
2026-07-17,63894.0
|
||||
2026-07-18,64796.36
|
||||
2026-07-19,64681.78
|
||||
2026-07-20,65213.05
|
||||
2026-07-21,66516.18
|
||||
2026-07-22,66086.61
|
||||
2026-07-23,65051.23
|
||||
2026-07-24,64083.32
|
||||
2026-07-25,64295.61
|
||||
2026-07-26,65341.07
|
||||
2026-07-27,63694.43
|
||||
2026-07-28,63847.12
|
||||
2026-07-29,63896.14
|
||||
2026-07-30,64721.9
|
||||
2026-07-31,62825.9
|
||||
2026-08-01,62764.2
|
||||
2026-08-02,63499.49
|
||||
2026-08-03,63466.51
|
||||
2026-08-04,64050.51
|
||||
2026-08-05,64603.03
|
||||
2026-08-06,64267.3
|
||||
2026-08-07,64891.61
|
||||
2026-08-08,64908.72
|
||||
2026-08-09,64848.69
|
||||
2026-08-10,63911.88
|
||||
2026-08-11,63531.75
|
||||
2026-08-12,63411.72
|
||||
2026-08-13,63425.35
|
||||
2026-08-14,62975.19
|
||||
2026-08-15,63018.75
|
||||
2026-08-16,62836.66
|
||||
2026-08-17,64484.18
|
||||
2026-08-18,64681.33
|
||||
2026-08-19,69300.01
|
||||
2026-08-20,73011.87
|
||||
2026-08-21,78325.54
|
||||
2026-08-22,77054.44
|
||||
2026-08-23,77729.36
|
||||
2026-08-24,78981.59
|
||||
2026-08-25,78526.8
|
||||
2026-08-26,79026.18
|
||||
2026-08-27,80275.34
|
||||
2026-08-28,77839.19
|
||||
2026-08-29,78233.93
|
||||
2026-08-30,77665.14
|
||||
2026-08-31,78562.74
|
||||
2026-09-01,77398.69
|
||||
2026-09-02,77307.36
|
||||
2026-09-03,81263.99
|
||||
2026-09-04,79675.12
|
||||
2026-09-05,79831.57
|
||||
2026-09-06,80339.13
|
||||
2026-09-07,79091.97
|
||||
2026-09-08,78447.11
|
||||
2026-09-09,78283.98
|
||||
2026-09-10,76536.55
|
||||
2026-09-11,77208.55
|
||||
2026-09-12,77262.85
|
||||
2026-09-13,76799.85
|
||||
2026-09-14,78175.01
|
||||
2026-09-15,75584.17
|
||||
2026-09-16,76144.99
|
||||
2026-09-17,76348.74
|
||||
2026-09-18,80875.04
|
||||
2026-09-19,81233.91
|
||||
2026-09-20,81159.64
|
||||
2026-09-21,86594.94
|
||||
2026-09-22,86198.05
|
||||
2026-09-23,84378.31
|
||||
|
Reference in New Issue
Block a user