Youssef Aitousarrah 43bdd6de11 feat: discovery pipeline enhancements with ML signal scanner ... Major additions: - ML win probability scanner: scans ticker universe using trained LightGBM/TabPFN model, surfaces candidates with P(WIN) above threshold - 30-feature engineering pipeline (20 base + 10 interaction features) computed from OHLCV data via stockstats + pandas - Triple-barrier labeling for training data generation - Dataset builder and training script with calibration analysis - Discovery enrichment: confluence scoring, short interest extraction, earnings estimates, options signal normalization, quant pre-score - Configurable prompt logging (log_prompts_console flag) - Enhanced ranker investment thesis (4-6 sentence reasoning) - Typed DiscoveryConfig dataclass for all discovery settings - Console price charts for visual ticker analysis Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>		2026-02-09 22:53:42 -08:00
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discovery	feat: discovery pipeline enhancements with ML signal scanner	2026-02-09 22:53:42 -08:00
__init__.py	WIP	2025-09-26 16:17:50 +08:00
alpha_vantage.py	feat: discovery pipeline enhancements with ML signal scanner	2026-02-09 22:53:42 -08:00
alpha_vantage_analysts.py	feat: discovery pipeline enhancements with ML signal scanner	2026-02-09 22:53:42 -08:00
alpha_vantage_common.py	feat: discovery pipeline enhancements with ML signal scanner	2026-02-09 22:53:42 -08:00
alpha_vantage_fundamentals.py	feat: discovery pipeline enhancements with ML signal scanner	2026-02-09 22:53:42 -08:00
alpha_vantage_indicator.py	feat: discovery pipeline enhancements with ML signal scanner	2026-02-09 22:53:42 -08:00
alpha_vantage_news.py	feat: discovery pipeline enhancements with ML signal scanner	2026-02-09 22:53:42 -08:00
alpha_vantage_stock.py	feat: discovery pipeline enhancements with ML signal scanner	2026-02-09 22:53:42 -08:00
alpha_vantage_volume.py	feat: discovery pipeline enhancements with ML signal scanner	2026-02-09 22:53:42 -08:00
config.py	feat: discovery pipeline enhancements with ML signal scanner	2026-02-09 22:53:42 -08:00
delisted_cache.py	feat: discovery pipeline enhancements with ML signal scanner	2026-02-09 22:53:42 -08:00
finnhub_api.py	feat: discovery pipeline enhancements with ML signal scanner	2026-02-09 22:53:42 -08:00
finviz_scraper.py	feat: discovery pipeline enhancements with ML signal scanner	2026-02-09 22:53:42 -08:00
fmp_api.py	feat: discovery pipeline enhancements with ML signal scanner	2026-02-09 22:53:42 -08:00
google.py	feat: discovery pipeline enhancements with ML signal scanner	2026-02-09 22:53:42 -08:00
googlenews_utils.py	feat: discovery pipeline enhancements with ML signal scanner	2026-02-09 22:53:42 -08:00
interface.py	feat: discovery pipeline enhancements with ML signal scanner	2026-02-09 22:53:42 -08:00
local.py	feat: discovery pipeline enhancements with ML signal scanner	2026-02-09 22:53:42 -08:00
market_data_utils.py	feat: discovery pipeline enhancements with ML signal scanner	2026-02-09 22:53:42 -08:00
news_semantic_scanner.py	feat: discovery pipeline enhancements with ML signal scanner	2026-02-09 22:53:42 -08:00
openai.py	feat: discovery pipeline enhancements with ML signal scanner	2026-02-09 22:53:42 -08:00
reddit_api.py	feat: discovery pipeline enhancements with ML signal scanner	2026-02-09 22:53:42 -08:00
reddit_utils.py	feat: discovery pipeline enhancements with ML signal scanner	2026-02-09 22:53:42 -08:00
semantic_discovery.py	feat: discovery pipeline enhancements with ML signal scanner	2026-02-09 22:53:42 -08:00
stockstats_utils.py	feat: discovery pipeline enhancements with ML signal scanner	2026-02-09 22:53:42 -08:00
technical_analyst.py	feat: discovery pipeline enhancements with ML signal scanner	2026-02-09 22:53:42 -08:00
ticker_semantic_db.py	feat: discovery pipeline enhancements with ML signal scanner	2026-02-09 22:53:42 -08:00
tradier_api.py	feat: discovery pipeline enhancements with ML signal scanner	2026-02-09 22:53:42 -08:00
twitter_data.py	feat: discovery pipeline enhancements with ML signal scanner	2026-02-09 22:53:42 -08:00
utils.py	feat: discovery pipeline enhancements with ML signal scanner	2026-02-09 22:53:42 -08:00
y_finance.py	feat: discovery pipeline enhancements with ML signal scanner	2026-02-09 22:53:42 -08:00