main cleanup
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readme.md
24
readme.md
@@ -45,19 +45,31 @@ training:
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use_only_real_data: true # CRITICAL: Never change this
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```
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### 3. Train CNN Model (Real Data Only)
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### 3. Launch Real-time Dashboard & Training
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```bash
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python main_clean.py --mode cnn --symbol ETH/USDT
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# Full system with live training
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python main_dashboard.py --port 8051
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# Dashboard only (no training)
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python main_dashboard.py --port 8051 --no-training
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```
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### 4. Train RL Agent (Real Data Only)
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### 4. Run Backtesting & Bulk Training
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```bash
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python main_clean.py --mode rl --symbol ETH/USDT
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# 30-day backtest
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python main_backtest.py --start 2024-01-01 --end 2024-01-31
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# Custom symbol and window
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python main_backtest.py --start 2024-01-01 --end 2024-12-31 --symbol BTC/USDT --window 48
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```
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### 5. Launch Web Dashboard
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### 5. Unified Training Runner
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```bash
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python main_clean.py --mode web --port 8050
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# Realtime training for 4 hours
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python training_runner.py --mode realtime --duration 4
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# Backtest training
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python training_runner.py --mode backtest --start-date 2024-01-01 --end-date 2024-12-31
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```
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## Architecture
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