prop/docs
Graham McIntire 69b5caf876
Normalize ML features to prevent NaN gradient explosion
Raw features had vastly different scales (pressure ~1013, sin/cos ~[-1,1])
causing gradient explosion. Normalize all atmospheric features to ~[0,1]
using known physical bounds. Add Polaris dep for optimizer.
2026-04-01 09:08:33 -05:00
..
plans Normalize ML features to prevent NaN gradient explosion 2026-04-01 09:08:33 -05:00
algo_commercial.md Refactor HRRR fetch to batch points per hour 2026-03-30 17:21:47 -05:00
algo_original.md Refactor HRRR fetch to batch points per hour 2026-03-30 17:21:47 -05:00
algo_updated_with_data.md Refactor HRRR fetch to batch points per hour 2026-03-30 17:21:47 -05:00
analysis_output.txt Normalize ML features to prevent NaN gradient explosion 2026-04-01 09:08:33 -05:00
analysis_output_solar.txt Normalize ML features to prevent NaN gradient explosion 2026-04-01 09:08:33 -05:00
goes-r-research.md HRRR forecast hours (f00-f18) with timeline map UI 2026-03-31 16:44:47 -05:00
RRFS.md Add meteorologist feedback on model choice to RRFS doc 2026-03-31 09:27:23 -05:00