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/api/Dockerfile

@@ -0,0 +1,21 @@
+FROM python:3.11-slim
+
+WORKDIR /app
+
+# Dépendances système
+RUN apt-get update && apt-get install -y --no-install-recommends \
+        libpq-dev \
+    && rm -rf /var/lib/apt/lists/*
+
+# Installation des dépendances Python
+COPY docker/requirements/base.txt docker/requirements/api.txt ./requirements/
+RUN pip install --no-cache-dir \
+        -r requirements/base.txt \
+        -r requirements/api.txt
+
+# Le code source est monté en volume (dev)
+# En production : COPY src/ ./src/ && COPY config/ ./config/
+
+EXPOSE 8100
+
+CMD ["uvicorn", "src.api.app:app", "--host", "0.0.0.0", "--port", "8100", "--reload"]