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Update global-temperature example to use TimesFM 2.5 API

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Rajat Sen
2026-06-08 17:31:07 +00:00
parent e56854bc9e
commit 6ed1d8a7a2
5 changed files with 196 additions and 193 deletions
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timesfm-forecasting/examples/global-temperature/output/forecast_output.csv
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date,point_forecast,q10,q20,q30,q40,q50,q60,q70,q80,q90,q99
2025-01-01,1.2593384,1.248188,1.140702,1.1880752,1.2137158,1.2394564,1.2593384,1.2767732,1.297132,1.32396,1.367888
2025-02-01,1.2856668,1.2773758,1.1406044,1.1960833,1.2322671,1.2593892,1.2856668,1.3110137,1.3400218,1.3751202,1.4253658
2025-03-01,1.2950127,1.2869918,1.126852,1.1876173,1.234988,1.2675052,1.2950127,1.328448,1.354729,1.4035482,1.4642649
2025-04-01,1.2207624,1.2084007,1.0352504,1.1041918,1.151865,1.1853008,1.2207624,1.256663,1.2898555,1.3310349,1.4016538
2025-05-01,1.1702554,1.153313,0.9691495,1.0431063,1.0932612,1.1276176,1.1702554,1.201966,1.2390311,1.2891905,1.3632389
2025-06-01,1.1455553,1.1275499,0.94203794,1.0110554,1.0658777,1.1061188,1.1455553,1.1806211,1.2180579,1.2702757,1.345366
2025-07-01,1.1702348,1.1510556,0.9503718,1.0347577,1.0847733,1.1287677,1.1702348,1.2114835,1.2482276,1.2997853,1.3807325
2025-08-01,1.2026825,1.1859496,0.9709255,1.0594383,1.1106675,1.1579902,1.2026825,1.2399211,1.2842004,1.3408126,1.419526
2025-09-01,1.1909748,1.1784849,0.95943713,1.0403702,1.103606,1.1511956,1.1909748,1.2390201,1.2832941,1.3354731,1.416972
2025-10-01,1.1490841,1.1264795,0.9079477,0.99529266,1.0548235,1.1052223,1.1490841,1.1897774,1.240414,1.2868769,1.3775467
2025-11-01,1.0804785,1.0624356,0.8361266,0.9259792,0.9882403,1.0386353,1.0804785,1.1281581,1.1759715,1.228377,1.3122478
2025-12-01,1.0613453,1.0366092,0.80220693,0.89521873,0.9593707,1.0152239,1.0613453,1.1032857,1.15315,1.216908,1.2959521
date,point_forecast,mean,q10,q20,q30,q40,q50,q60,q70,q80,q90
2025-01-01,1.2223774,1.2215943,1.1230627,1.1613995,1.1832488,1.2030286,1.2223774,1.240989,1.2626991,1.2927711,1.339603
2025-02-01,1.2563584,1.2502017,1.1482248,1.1891649,1.2134029,1.2355918,1.2563584,1.2787917,1.3061507,1.3358022,1.3880283
2025-03-01,1.286477,1.2816916,1.1694773,1.2141376,1.2430503,1.2636719,1.286477,1.3101407,1.3365126,1.3725822,1.4265702
2025-04-01,1.240488,1.2406754,1.119298,1.1689228,1.1957527,1.2162383,1.240488,1.265359,1.2880774,1.3237736,1.3806401
2025-05-01,1.2026378,1.1969143,1.0776879,1.1280149,1.1554759,1.1801765,1.2026378,1.2274072,1.2546852,1.2890899,1.3469675
2025-06-01,1.21002,1.1963896,1.0811386,1.1352499,1.1687461,1.1853771,1.21002,1.2333429,1.255994,1.2938039,1.3532466
2025-07-01,1.2253109,1.2151253,1.0917634,1.1474797,1.176413,1.2029413,1.2253109,1.250956,1.2764856,1.3113455,1.3728349
2025-08-01,1.2421811,1.2292916,1.1043029,1.1598811,1.1929151,1.2164187,1.2421811,1.266998,1.2924675,1.3304923,1.394975
2025-09-01,1.269735,1.2603163,1.1239274,1.1872942,1.2162873,1.242951,1.269735,1.2976494,1.3236798,1.3580028,1.4252181
2025-10-01,1.2496669,1.2436218,1.0962446,1.1630417,1.1938806,1.221712,1.2496669,1.2757387,1.3041382,1.3376691,1.409816
2025-11-01,1.2135266,1.2031629,1.0545524,1.1223581,1.157211,1.1864623,1.2135266,1.2447275,1.2706528,1.3091388,1.3801678
2025-12-01,1.2034141,1.1867243,1.0412307,1.1113251,1.1433371,1.1752325,1.2034141,1.2308054,1.2621957,1.2912495,1.370078
1 date point_forecast mean q10 q20 q30 q40 q50 q60 q70 q80 q99 q90
2 2025-01-01 1.2593384 1.2223774 1.2215943 1.248188 1.1230627 1.140702 1.1613995 1.1880752 1.1832488 1.2137158 1.2030286 1.2394564 1.2223774 1.2593384 1.240989 1.2767732 1.2626991 1.297132 1.2927711 1.367888 1.32396 1.339603
3 2025-02-01 1.2856668 1.2563584 1.2502017 1.2773758 1.1482248 1.1406044 1.1891649 1.1960833 1.2134029 1.2322671 1.2355918 1.2593892 1.2563584 1.2856668 1.2787917 1.3110137 1.3061507 1.3400218 1.3358022 1.4253658 1.3751202 1.3880283
4 2025-03-01 1.2950127 1.286477 1.2816916 1.2869918 1.1694773 1.126852 1.2141376 1.1876173 1.2430503 1.234988 1.2636719 1.2675052 1.286477 1.2950127 1.3101407 1.328448 1.3365126 1.354729 1.3725822 1.4642649 1.4035482 1.4265702
5 2025-04-01 1.2207624 1.240488 1.2406754 1.2084007 1.119298 1.0352504 1.1689228 1.1041918 1.1957527 1.151865 1.2162383 1.1853008 1.240488 1.2207624 1.265359 1.256663 1.2880774 1.2898555 1.3237736 1.4016538 1.3310349 1.3806401
6 2025-05-01 1.1702554 1.2026378 1.1969143 1.153313 1.0776879 0.9691495 1.1280149 1.0431063 1.1554759 1.0932612 1.1801765 1.1276176 1.2026378 1.1702554 1.2274072 1.201966 1.2546852 1.2390311 1.2890899 1.3632389 1.2891905 1.3469675
7 2025-06-01 1.1455553 1.21002 1.1963896 1.1275499 1.0811386 0.94203794 1.1352499 1.0110554 1.1687461 1.0658777 1.1853771 1.1061188 1.21002 1.1455553 1.2333429 1.1806211 1.255994 1.2180579 1.2938039 1.345366 1.2702757 1.3532466
8 2025-07-01 1.1702348 1.2253109 1.2151253 1.1510556 1.0917634 0.9503718 1.1474797 1.0347577 1.176413 1.0847733 1.2029413 1.1287677 1.2253109 1.1702348 1.250956 1.2114835 1.2764856 1.2482276 1.3113455 1.3807325 1.2997853 1.3728349
9 2025-08-01 1.2026825 1.2421811 1.2292916 1.1859496 1.1043029 0.9709255 1.1598811 1.0594383 1.1929151 1.1106675 1.2164187 1.1579902 1.2421811 1.2026825 1.266998 1.2399211 1.2924675 1.2842004 1.3304923 1.419526 1.3408126 1.394975
10 2025-09-01 1.1909748 1.269735 1.2603163 1.1784849 1.1239274 0.95943713 1.1872942 1.0403702 1.2162873 1.103606 1.242951 1.1511956 1.269735 1.1909748 1.2976494 1.2390201 1.3236798 1.2832941 1.3580028 1.416972 1.3354731 1.4252181
11 2025-10-01 1.1490841 1.2496669 1.2436218 1.1264795 1.0962446 0.9079477 1.1630417 0.99529266 1.1938806 1.0548235 1.221712 1.1052223 1.2496669 1.1490841 1.2757387 1.1897774 1.3041382 1.240414 1.3376691 1.3775467 1.2868769 1.409816
12 2025-11-01 1.0804785 1.2135266 1.2031629 1.0624356 1.0545524 0.8361266 1.1223581 0.9259792 1.157211 0.9882403 1.1864623 1.0386353 1.2135266 1.0804785 1.2447275 1.1281581 1.2706528 1.1759715 1.3091388 1.3122478 1.228377 1.3801678
13 2025-12-01 1.0613453 1.2034141 1.1867243 1.0366092 1.0412307 0.80220693 1.1113251 0.89521873 1.1433371 0.9593707 1.1752325 1.0152239 1.2034141 1.0613453 1.2308054 1.1032857 1.2621957 1.15315 1.2912495 1.2959521 1.216908 1.370078