trentuna/candle-annotator
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3 commits

Author SHA1 Message Date
Marko Djordjevic
4c7b3f2676 fix(ml): detect all-NaN volume column (not just missing column) 
The Pydantic model sets volume=None when absent, creating an all-NaN
column rather than a missing column. Check isna().all() in addition
to column existence.
 2026-02-15 21:58:16 +01:00
Marko Djordjevic
317f925c43 fix(ml): handle missing volume data and skip volume-dependent indicators 
- Fill volume with 0 when column is absent from candle data
- Skip MFI/OBV/AD/ADOSC indicators when no real volume data available
- Fix pandas FutureWarning for inplace fillna in candle_features
- Remove temporary debug NaN logging
 2026-02-15 21:56:14 +01:00
Marko Djordjevic
3a83fd38e9 feat(ml): implement FastAPI inference service with model loading, preprocessing, and prediction endpoints 2026-02-15 14:29:07 +01:00