feat: apply #28B smart breakeven + #31B H1 EMA20 filter, add backtests #26-#32

Live trading optimizations (cumulative: $2,807 net, 81.8% WR, Sharpe 3.97):
- #28B: Smart breakeven locks profit at entry + 0.5x ATR instead of fixed $2
- #31B: H1 Price vs EMA20 filter — BUY only when H1 bullish, SELL only when bearish

Backtests #26-#32 (7 scripts testing sell improvement, regime-aware entry,
confluence scoring, dynamic RR, multi-TF H1, and ML exit optimizer).
Winners: #28B (+$229), #31B (+$343). Failed: #26, #27, #29, #30, #32.

Also includes: web dashboard redesign, Docker setup, startup scripts.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
This commit is contained in:
GifariKemal
2026-02-08 10:33:24 +07:00
co-authored by Claude Opus 4.6
parent 53d8cd26a2
commit 214b64945d
64 changed files with 11073 additions and 929 deletions
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# Docker-compatible requirements (Linux)
# Note: MetaTrader5 is Windows-only, excluded from Docker build
# Core Data Engine (Rust-based, NOT Pandas)
polars>=1.37.0
pyarrow>=15.0.0
# Machine Learning
xgboost>=2.1.0
scikit-learn>=1.4.0
hmmlearn>=0.3.3
joblib>=1.4.0
# Asynchronous Processing
asyncio-throttle>=1.0.2
# Logging and Monitoring
loguru>=0.7.2
# Environment Variables
python-dotenv>=1.0.1
# Numerical Computing
numpy>=1.26.0
# HTTP Client
aiohttp>=3.9.0
# PostgreSQL Database
psycopg2-binary>=2.9.9
# FastAPI for Web Dashboard API
fastapi>=0.109.0
uvicorn[standard]>=0.27.0
pydantic>=2.6.0
# CORS middleware
python-multipart>=0.0.6