No hourly model for miami. Train first: python3 rain_model.py --train --city=miami No hourly model for miami. Train first: python3 rain_model.py --train --city=miami No hourly model for miami. Train first: python3 rain_model.py --train --city=miami No hourly model for miami. Train first: python3 rain_model.py --train --city=miami No hourly model for miami. Train first: python3 rain_model.py --train --city=miami No hourly model for miami. Train first: python3 rain_model.py --train --city=miami hourly model trained 0.0 days ago, on data through 2026-10-14 23:00 UTC Miami International: last 12 hours (prcp and rain_* in mm) temp rhum prcp wdir wspd pres cldc rain_opf rain_tmb rain_hwo rain_hst local 10-14 09:00 29.4 61.0 0.0 30.0 9.3 1017.3 4.0 0.0 0.0 0.0 - 10-14 10:00 30.6 61.2 0.0 60.0 16.7 1017.4 6.0 0.0 0.0 0.0 - 10-14 11:00 29.4 67.5 0.0 60.0 14.8 1017.4 6.0 0.0 0.0 0.0 - 10-14 12:00 30.0 67.6 0.0 80.0 24.1 1017.1 4.0 0.0 0.0 0.0 - 10-14 13:00 29.4 72.1 0.3 60.0 14.8 1015.8 4.0 0.0 0.0 0.8 - 10-14 14:00 30.0 65.4 0.0 90.0 24.1 1015.6 6.0 0.0 0.0 0.0 0.0 10-14 15:00 30.0 65.4 0.0 80.0 20.4 1015.2 4.0 0.0 0.0 0.0 - 10-14 16:00 30.0 65.4 0.0 80.0 22.2 1015.0 4.0 0.0 0.0 0.0 - 10-14 17:00 29.4 58.9 0.0 70.0 22.2 1014.9 2.0 0.0 0.0 0.0 - 10-14 18:00 28.9 65.1 0.0 60.0 16.7 1015.4 2.0 0.0 0.0 0.0 - 10-14 19:00 28.9 69.7 0.0 50.0 14.8 1016.0 2.0 0.0 0.0 0.0 - 10-14 20:00 28.3 69.6 0.0 60.0 13.0 1016.6 2.0 0.0 0.0 0.0 - Latest report 2026-10-14 20:00 EDT (1.5 h old). Chance of >= 0.1 mm: next 1 h (by 21:00): 10% |## | no rain expected [test precision 0.42, recall 0.71] next 2 h (by 22:00): 12% |## | no rain expected [test precision 0.32, recall 0.81] next 3 h (by 23:00): 14% |### | no rain expected [test precision 0.33, recall 0.79] next 6 h (by 02:00): 49% |########## | RAIN LIKELY [test precision 0.35, recall 0.80] next 12 h (by 08:00): 49% |########## | RAIN LIKELY [test precision 0.41, recall 0.80] next 24 h (by 20:00): 44% |######### | RAIN LIKELY [test precision 0.43, recall 0.92] Today so far: Hourly reports (IEM + Meteostat): 0.25 mm (0.01 in) NWS Daily Climate Report: 0.01 in (preliminary, issued 2026-10-14 16:21 EDT) <- Kalshi settles on this It HAS ALREADY RAINED measurably today (NWS climate report). hourly model trained 0.0 days ago, on data through 2026-10-14 23:00 UTC Miami International: last 12 hours (prcp and rain_* in mm) temp rhum prcp wdir wspd pres cldc rain_opf rain_tmb rain_hwo rain_hst local 10-14 09:00 29.4 61.0 0.0 30.0 9.3 1017.3 4.0 0.0 0.0 0.0 - 10-14 10:00 30.6 61.2 0.0 60.0 16.7 1017.4 6.0 0.0 0.0 0.0 - 10-14 11:00 29.4 67.5 0.0 60.0 14.8 1017.4 6.0 0.0 0.0 0.0 - 10-14 12:00 30.0 67.6 0.0 80.0 24.1 1017.1 4.0 0.0 0.0 0.0 - 10-14 13:00 29.4 72.1 0.3 60.0 14.8 1015.8 4.0 0.0 0.0 0.8 - 10-14 14:00 30.0 65.4 0.0 90.0 24.1 1015.6 6.0 0.0 0.0 0.0 0.0 10-14 15:00 30.0 65.4 0.0 80.0 20.4 1015.2 4.0 0.0 0.0 0.0 - 10-14 16:00 30.0 65.4 0.0 80.0 22.2 1015.0 4.0 0.0 0.0 0.0 - 10-14 17:00 29.4 58.9 0.0 70.0 22.2 1014.9 2.0 0.0 0.0 0.0 - 10-14 18:00 28.9 65.1 0.0 60.0 16.7 1015.4 2.0 0.0 0.0 0.0 - 10-14 19:00 28.9 69.7 0.0 50.0 14.8 1016.0 2.0 0.0 0.0 0.0 - 10-14 20:00 28.3 69.6 0.0 60.0 13.0 1016.6 2.0 0.0 0.0 0.0 - Latest report 2026-10-14 20:00 EDT (1.8 h old). Chance of >= 0.1 mm: next 1 h (by 21:00): 10% |## | no rain expected [test precision 0.42, recall 0.71] next 2 h (by 22:00): 12% |## | no rain expected [test precision 0.32, recall 0.81] next 3 h (by 23:00): 14% |### | no rain expected [test precision 0.33, recall 0.79] next 6 h (by 02:00): 49% |########## | RAIN LIKELY [test precision 0.35, recall 0.80] next 12 h (by 08:00): 49% |########## | RAIN LIKELY [test precision 0.41, recall 0.80] next 24 h (by 20:00): 44% |######### | RAIN LIKELY [test precision 0.43, recall 0.92] Today so far: Hourly reports (IEM + Meteostat): 0.25 mm (0.01 in) NWS Daily Climate Report: 0.01 in (preliminary, issued 2026-10-14 16:21 EDT) <- Kalshi settles on this It HAS ALREADY RAINED measurably today (NWS climate report). hourly model trained 0.0 days ago, on data through 2026-10-14 23:00 UTC Miami International: last 12 hours (prcp and rain_* in mm) temp rhum prcp wdir wspd pres cldc rain_opf rain_tmb rain_hwo rain_hst local 10-14 09:00 29.4 61.0 0.0 30.0 9.3 1017.3 4.0 0.0 0.0 0.0 - 10-14 10:00 30.6 61.2 0.0 60.0 16.7 1017.4 6.0 0.0 0.0 0.0 - 10-14 11:00 29.4 67.5 0.0 60.0 14.8 1017.4 6.0 0.0 0.0 0.0 - 10-14 12:00 30.0 67.6 0.0 80.0 24.1 1017.1 4.0 0.0 0.0 0.0 - 10-14 13:00 29.4 72.1 0.3 60.0 14.8 1015.8 4.0 0.0 0.0 0.8 - 10-14 14:00 30.0 65.4 0.0 90.0 24.1 1015.6 6.0 0.0 0.0 0.0 0.0 10-14 15:00 30.0 65.4 0.0 80.0 20.4 1015.2 4.0 0.0 0.0 0.0 - 10-14 16:00 30.0 65.4 0.0 80.0 22.2 1015.0 4.0 0.0 0.0 0.0 - 10-14 17:00 29.4 58.9 0.0 70.0 22.2 1014.9 2.0 0.0 0.0 0.0 - 10-14 18:00 28.9 65.1 0.0 60.0 16.7 1015.4 2.0 0.0 0.0 0.0 - 10-14 19:00 28.9 69.7 0.0 50.0 14.8 1016.0 2.0 0.0 0.0 0.0 - 10-14 20:00 28.3 69.6 0.0 60.0 13.0 1016.6 2.0 0.0 0.0 0.0 - Latest report 2026-10-14 20:00 EDT (2.0 h old). Chance of >= 0.1 mm: next 1 h (by 21:00): 10% |## | no rain expected [test precision 0.42, recall 0.71] next 2 h (by 22:00): 12% |## | no rain expected [test precision 0.32, recall 0.81] next 3 h (by 23:00): 14% |### | no rain expected [test precision 0.33, recall 0.79] next 6 h (by 02:00): 49% |########## | RAIN LIKELY [test precision 0.35, recall 0.80] next 12 h (by 08:00): 49% |########## | RAIN LIKELY [test precision 0.41, recall 0.80] next 24 h (by 20:00): 44% |######### | RAIN LIKELY [test precision 0.43, recall 0.92] Today so far: Hourly reports (IEM + Meteostat): 0.25 mm (0.01 in) NWS Daily Climate Report: 0.01 in (preliminary, issued 2026-10-14 16:21 EDT) <- Kalshi settles on this It HAS ALREADY RAINED measurably today (NWS climate report). hourly model trained 0.0 days ago, on data through 2026-10-14 23:00 UTC Miami International: last 12 hours (prcp and rain_* in mm) temp rhum prcp wdir wspd pres cldc rain_opf rain_tmb rain_hwo rain_hst local 10-14 10:00 30.6 61.2 0.0 60.0 16.7 1017.4 6.0 0.0 0.0 0.0 - 10-14 11:00 29.4 67.5 0.0 60.0 14.8 1017.4 6.0 0.0 0.0 0.0 - 10-14 12:00 30.0 67.6 0.0 80.0 24.1 1017.1 4.0 0.0 0.0 0.0 - 10-14 13:00 29.4 72.1 0.3 60.0 14.8 1015.8 4.0 0.0 0.0 0.8 - 10-14 14:00 30.0 65.4 0.0 90.0 24.1 1015.6 6.0 0.0 0.0 0.0 0.0 10-14 15:00 30.0 65.4 0.0 80.0 20.4 1015.2 4.0 0.0 0.0 0.0 - 10-14 16:00 30.0 65.4 0.0 80.0 22.2 1015.0 4.0 0.0 0.0 0.0 - 10-14 17:00 29.4 58.9 0.0 70.0 22.2 1014.9 2.0 0.0 0.0 0.0 - 10-14 18:00 28.9 65.1 0.0 60.0 16.7 1015.4 2.0 0.0 0.0 0.0 - 10-14 19:00 28.9 69.7 0.0 50.0 14.8 1016.0 2.0 0.0 0.0 0.0 - 10-14 20:00 28.3 69.6 0.0 60.0 13.0 1016.6 2.0 0.0 0.0 0.0 - 10-14 21:00 28.3 74.4 0.0 60.0 18.5 1017.1 4.0 0.0 0.0 0.0 - Latest report 2026-10-14 21:00 EDT (1.3 h old). Chance of >= 0.1 mm: next 1 h (by 22:00): 62% |############ | no rain expected [test precision 0.42, recall 0.71] next 2 h (by 23:00): 68% |############## | RAIN LIKELY [test precision 0.32, recall 0.81] next 3 h (by 00:00): 57% |########### | RAIN LIKELY [test precision 0.33, recall 0.79] next 6 h (by 03:00): 75% |############### | RAIN LIKELY [test precision 0.35, recall 0.80] next 12 h (by 09:00): 71% |############## | RAIN LIKELY [test precision 0.41, recall 0.80] next 24 h (by 21:00): 64% |############# | RAIN LIKELY [test precision 0.43, recall 0.92] Today so far: Hourly reports (IEM + Meteostat): 0.26 mm (0.01 in) NWS Daily Climate Report: 0.01 in (preliminary, issued 2026-10-14 16:21 EDT) <- Kalshi settles on this It HAS ALREADY RAINED measurably today (NWS climate report). hourly model trained 0.0 days ago, on data through 2026-10-14 23:00 UTC Miami International: last 12 hours (prcp and rain_* in mm) temp rhum prcp wdir wspd pres cldc rain_opf rain_tmb rain_hwo rain_hst local 10-14 10:00 30.6 61.2 0.0 60.0 16.7 1017.4 6.0 0.0 0.0 0.0 - 10-14 11:00 29.4 67.5 0.0 60.0 14.8 1017.4 6.0 0.0 0.0 0.0 - 10-14 12:00 30.0 67.6 0.0 80.0 24.1 1017.1 4.0 0.0 0.0 0.0 - 10-14 13:00 29.4 72.1 0.3 60.0 14.8 1015.8 4.0 0.0 0.0 0.8 - 10-14 14:00 30.0 65.4 0.0 90.0 24.1 1015.6 6.0 0.0 0.0 0.0 0.0 10-14 15:00 30.0 65.4 0.0 80.0 20.4 1015.2 4.0 0.0 0.0 0.0 - 10-14 16:00 30.0 65.4 0.0 80.0 22.2 1015.0 4.0 0.0 0.0 0.0 - 10-14 17:00 29.4 58.9 0.0 70.0 22.2 1014.9 2.0 0.0 0.0 0.0 - 10-14 18:00 28.9 65.1 0.0 60.0 16.7 1015.4 2.0 0.0 0.0 0.0 - 10-14 19:00 28.9 69.7 0.0 50.0 14.8 1016.0 2.0 0.0 0.0 0.0 - 10-14 20:00 28.3 69.6 0.0 60.0 13.0 1016.6 2.0 0.0 0.0 0.0 - 10-14 21:00 28.3 74.4 0.0 60.0 18.5 1017.1 4.0 0.0 0.0 0.0 - Latest report 2026-10-14 21:00 EDT (1.5 h old). Chance of >= 0.1 mm: next 1 h (by 22:00): 62% |############ | no rain expected [test precision 0.42, recall 0.71] next 2 h (by 23:00): 68% |############## | RAIN LIKELY [test precision 0.32, recall 0.81] next 3 h (by 00:00): 57% |########### | RAIN LIKELY [test precision 0.33, recall 0.79] next 6 h (by 03:00): 75% |############### | RAIN LIKELY [test precision 0.35, recall 0.80] next 12 h (by 09:00): 71% |############## | RAIN LIKELY [test precision 0.41, recall 0.80] next 24 h (by 21:00): 64% |############# | RAIN LIKELY [test precision 0.43, recall 0.92] Today so far: Hourly reports (IEM + Meteostat): 0.26 mm (0.01 in) NWS Daily Climate Report: 0.01 in (preliminary, issued 2026-10-14 16:21 EDT) <- Kalshi settles on this It HAS ALREADY RAINED measurably today (NWS climate report). hourly model trained 0.1 days ago, on data through 2026-10-14 23:00 UTC Miami International: last 12 hours (prcp and rain_* in mm) temp rhum prcp wdir wspd pres cldc rain_opf rain_tmb rain_hwo rain_hst local 10-14 11:00 29.4 67.5 0.0 60.0 14.8 1017.4 6.0 0.0 0.0 0.0 - 10-14 12:00 30.0 67.6 0.0 80.0 24.1 1017.1 4.0 0.0 0.0 0.0 - 10-14 13:00 29.4 72.1 0.3 60.0 14.8 1015.8 4.0 0.0 0.0 0.8 - 10-14 14:00 30.0 65.4 0.0 90.0 24.1 1015.6 6.0 0.0 0.0 0.0 0.0 10-14 15:00 30.0 65.4 0.0 80.0 20.4 1015.2 4.0 0.0 0.0 0.0 - 10-14 16:00 30.0 65.4 0.0 80.0 22.2 1015.0 4.0 0.0 0.0 0.0 - 10-14 17:00 29.4 58.9 0.0 70.0 22.2 1014.9 2.0 0.0 0.0 0.0 - 10-14 18:00 28.9 65.1 0.0 60.0 16.7 1015.4 2.0 0.0 0.0 0.0 - 10-14 19:00 28.9 69.7 0.0 50.0 14.8 1016.0 2.0 0.0 0.0 0.0 - 10-14 20:00 28.3 69.6 0.0 60.0 13.0 1016.6 2.0 0.0 0.0 0.0 - 10-14 21:00 28.3 74.4 0.0 60.0 18.5 1017.1 4.0 0.0 0.0 0.0 - 10-14 22:00 28.9 72.0 0.0 90.0 24.1 1017.4 6.0 0.0 0.0 0.0 - Latest report 2026-10-14 22:00 EDT (1.3 h old). Chance of >= 0.1 mm: next 1 h (by 23:00): 80% |################ | RAIN LIKELY [test precision 0.42, recall 0.71] next 2 h (by 00:00): 88% |################## | RAIN LIKELY [test precision 0.32, recall 0.81] next 3 h (by 01:00): 83% |################# | RAIN LIKELY [test precision 0.33, recall 0.79] next 6 h (by 04:00): 87% |################# | RAIN LIKELY [test precision 0.35, recall 0.80] next 12 h (by 10:00): 83% |################# | RAIN LIKELY [test precision 0.41, recall 0.80] next 24 h (by 22:00): 69% |############## | RAIN LIKELY [test precision 0.43, recall 0.92] Today so far: Hourly reports (IEM + Meteostat): 0.26 mm (0.01 in) NWS Daily Climate Report: 0.01 in (preliminary, issued 2026-10-14 16:21 EDT) <- Kalshi settles on this It HAS ALREADY RAINED measurably today (NWS climate report).