From 6ed1d8a7a28d07e5175e44f98fefb075300a4b62 Mon Sep 17 00:00:00 2001 From: Rajat Sen Date: Mon, 8 Jun 2026 17:31:07 +0000 Subject: [PATCH] Update global-temperature example to use TimesFM 2.5 API --- .../output/forecast_output.csv | 26 +- .../output/forecast_output.json | 278 +++++++++--------- .../output/forecast_visualization.png | Bin 156559 -> 150626 bytes .../global-temperature/run_forecast.py | 75 ++--- .../global-temperature/visualize_forecast.py | 10 +- 5 files changed, 196 insertions(+), 193 deletions(-) diff --git a/timesfm-forecasting/examples/global-temperature/output/forecast_output.csv b/timesfm-forecasting/examples/global-temperature/output/forecast_output.csv index c24104c..0a4de7d 100644 --- a/timesfm-forecasting/examples/global-temperature/output/forecast_output.csv +++ b/timesfm-forecasting/examples/global-temperature/output/forecast_output.csv @@ -1,13 +1,13 @@ -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 diff --git a/timesfm-forecasting/examples/global-temperature/output/forecast_output.json b/timesfm-forecasting/examples/global-temperature/output/forecast_output.json index d1bd036..4919e17 100644 --- a/timesfm-forecasting/examples/global-temperature/output/forecast_output.json +++ b/timesfm-forecasting/examples/global-temperature/output/forecast_output.json @@ -1,5 +1,5 @@ { - "model": "TimesFM 1.0 (200M) PyTorch", + "model": "TimesFM 2.5 (200M) PyTorch", "input": { "source": "NOAA GISTEMP Global Temperature Anomaly", "n_observations": 36, @@ -23,166 +23,166 @@ "2025-12" ], "point": [ - 1.25933837890625, - 1.285666823387146, - 1.2950127124786377, - 1.2207623720169067, - 1.170255422592163, - 1.1455552577972412, - 1.1702347993850708, - 1.2026824951171875, - 1.1909748315811157, - 1.1490840911865234, - 1.080478549003601, - 1.0613453388214111 + 1.2223774194717407, + 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zcQ+pje~2geAsUvH%r;fD6#3oaU9x(YQh;jf+=rqm z19B0X&d(_tH=umq#KffV7HI<~5;Zx@Z{wUT&iF#CR6S27(@)eT34&UJK^|6vkVOoU!?USEJ^IJOrgc!>{j9UvIEaZ)kHNvk`{W`^RVBJGIJ*OCls?DC>#8cP3uI!fCLo1%bLnU2}a zvwU`)BbGa50r4PH+*8S8xI96AVW_PK$fn>83*9DfOu|WkYLg=H_x5;lTMT^<5$a? z(6Z>o)qw{)f`td^P=Tl#=nf4+DnbzRQ&@@kO{yJ6G!}VE{Ym551B@vzw$)Ks;9EF? zE<-vXCF$Vzm~7$c?>Rr&uj0`6L7%LL;e9O`hiHN;N*pMLJ~8*O==pAIK0A55u&{sD zlkw}V6+i8tp0BD6*yx#FO$ z(O8SF2RFBh90hX@n^$4wa5B`_uMkvgp~+{MmaYj2A)PliIryhJKA#I}!S|8;8GT~J zfjaOde57K8} {'80% CI':>15} {'90% CI':>15}") +print("\n🌡️ Temperature Anomaly Forecast (°C above 1951-1980 baseline):") +print(f"\n {'Month':<10} {'Point':>8} {'60% CI':>15} {'80% CI':>15}") print(f" {'-' * 10} {'-' * 8} {'-' * 15} {'-' * 15}") -for i, (date, pt, q10, q90, q05, q95) in enumerate( +for i, (date, pt, q20, q80, q10, q90) in enumerate( zip( forecast_dates.strftime("%Y-%m"), point, - quantiles[:, 1], # 20% - quantiles[:, 7], # 80% - quantiles[:, 0], # 10% - quantiles[:, 8], # 90% + quantiles[:, 2], # 20% + quantiles[:, 8], # 80% + quantiles[:, 1], # 10% + quantiles[:, 9], # 90% ) ): print( - f" {date:<10} {pt:>8.3f} [{q10:>6.3f}, {q90:>6.3f}] [{q05:>6.3f}, {q95:>6.3f}]" + f" {date:<10} {pt:>8.3f} [{q20:>6.3f}, {q80:>6.3f}] [{q10:>6.3f}, {q90:>6.3f}]" ) -print(f"\n📊 Summary Statistics:") +print("\n📊 Summary Statistics:") print(f" Mean forecast: {point.mean():.3f}°C") print( f" Max forecast: {point.max():.3f}°C (Month: {forecast_dates[point.argmax()].strftime('%Y-%m')})" @@ -162,6 +163,6 @@ print( ) print(f" vs 2024 mean: {point.mean() - df['anomaly_c'].iloc[-12:].mean():+.3f}°C") -print(f"\n✅ Output saved to:") +print("\n✅ Output saved to:") print(f" {output_dir / 'forecast_output.csv'}") print(f" {output_dir / 'forecast_output.json'}") diff --git a/timesfm-forecasting/examples/global-temperature/visualize_forecast.py b/timesfm-forecasting/examples/global-temperature/visualize_forecast.py index 86e7d72..500badc 100644 --- a/timesfm-forecasting/examples/global-temperature/visualize_forecast.py +++ b/timesfm-forecasting/examples/global-temperature/visualize_forecast.py @@ -16,6 +16,8 @@ from __future__ import annotations import json from pathlib import Path +import matplotlib +matplotlib.use("Agg") import matplotlib.pyplot as plt import numpy as np import pandas as pd @@ -57,11 +59,11 @@ def main() -> None: label="Historical (NOAA GISTEMP)", ) - # Plot 90% CI (outer band) - ax.fill_between(dates, q10, q90, alpha=0.2, color="#dc2626", label="90% CI") + # Plot 80% CI (outer band) + ax.fill_between(dates, q10, q90, alpha=0.2, color="#dc2626", label="80% CI") - # Plot 80% CI (inner band) - ax.fill_between(dates, q20, q80, alpha=0.3, color="#dc2626", label="80% CI") + # Plot 60% CI (inner band) + ax.fill_between(dates, q20, q80, alpha=0.3, color="#dc2626", label="60% CI") # Plot point forecast ax.plot(