Initial commit — Trading AI Secure project complet

Architecture Docker (8 services), FastAPI, TimescaleDB, Redis, Streamlit.
Stratégies : scalping, intraday, swing. MLEngine + RegimeDetector (HMM).
BacktestEngine + WalkForwardAnalyzer + Optuna optimizer.
Routes API complètes dont /optimize async.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

docker/requirements/api.txt

@@ -0,0 +1,22 @@
+# ============================================================
+# API - Container trading-api (FastAPI backend)
+# ============================================================
+
+# Serveur ASGI
+uvicorn[standard]==0.24.0
+
+# Market Data
+yfinance>=1.0.0
+alpha-vantage==2.3.1
+
+# Technical Analysis (pandas-based, pas de lib C requise)
+ta==0.11.0
+
+# Optimisation paramètres
+optuna>=4.0.0
+
+# Monitoring
+prometheus-client==0.19.0
+
+# Notifications
+python-telegram-bot==20.7