.venv\Scripts\python.exe : 09:02:45 [INFO] smart_rotation: \U0001f504 Config rotation chargÚe depuis config.py Au caractère Ligne:1 : 1 + .venv\Scripts\python.exe dashboard_api_server.py 2>server_err.txt; Wr ... + ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + CategoryInfo : NotSpecified: (09:02:45 [INFO]...epuis config.py:String) [], RemoteException + FullyQualifiedErrorId : NativeCommandError 09:02:45 [INFO] AIPredictor: \u2705 Smart Rotation disponible 09:02:46 [INFO] AIAdvancedScorer: \u2705 GPU RTX activÚ: NVIDIA GeForce RTX 5060 Ti 09:02:46 [INFO] AIAdvancedScorer: - MÚmoire: 15.9 GB 09:02:46 [INFO] AIAdvancedScorer: - CUDA: 12.8 09:02:46 [INFO] AIPredictor: \u2705 AI Advanced Scorer (GPU) disponible 09:02:46 [INFO] AIPredictor: \u2705 Dynamic Blacklist disponible 09:02:46 [INFO] AIPredictor: \u2705 Performance Analyzer disponible 09:02:47 [INFO] AIPredictor: \u2705 Volatility Scorer disponible 09:02:47 [INFO] AIOpportunitySelector: \u2705 GPU RTX activÚ pour AI Opportunity Selector: NVIDIA GeForce RTX 5060 Ti 09:02:47 [INFO] AIPredictor: \u2705 AI Opportunity Selector disponible (PyTorch + GPU) 09:02:47 [INFO] AIPredictor: \u2705 Dynamic SL/TP Calculator disponible 09:02:47 [INFO] AIPredictor: \u2705 Multi-Timeframe Analyzer disponible 09:02:47 [INFO] AIPredictor: \u2705 Volume Profile Analyzer disponible 09:02:47 [INFO] AIPredictor: \u2705 Market Regime Detector disponible 09:02:47 [INFO] AIPredictor: \u2705 Advanced Feature Extractor disponible 09:02:47 [INFO] AIPredictor: \u2705 Time Pattern Analyzer disponible 09:02:47 [INFO] AIPredictor: \u2705 Correlation Analyzer disponible 09:02:47 [INFO] AIPredictor: \u2705 Risk-Adjusted Scorer disponible 09:02:47 [INFO] AIPredictor: \u2705 Monte Carlo Simulator disponible 09:02:47 [INFO] AIPredictor: \u2705 Ensemble Predictor disponible 09:02:47 [INFO] AIPredictor: \u2705 Long-Term Trend Analyzer disponible 09:02:47 [INFO] LSTMReversal: \u2705 LSTM Reversal: GPU NVIDIA GeForce RTX 5060 Ti (16 GB VRAM) 09:02:47 [INFO] AIPredictor: \u2705 LSTM Reversal Predictor (GPU) disponible 09:02:47 [INFO] AIPredictor: \u2705 PyTorch GPU activÚ: NVIDIA GeForce RTX 5060 Ti 09:02:47 [INFO] AIPredictor: - CUDA version: 12.8 09:02:47 [INFO] AIPredictor: - PyTorch version: 2.9.1+cu128 09:02:47 [INFO] AIPredictor: \u2705 PredictorLSTM enregistrÚ pour chargement sÚcurisÚ 09:02:47 [INFO] AIPredictor: \U0001f504 Mode crash rÚinitialisÚ au dÚmarrage 09:02:47 [INFO] AIPredictor: \U0001f4ca Stats d'entra¯nement chargÚes: trained 09:02:47 [INFO] MultiTimeframeAnalyzer: \u2705 Multi-Timeframe Analyzer initialisÚ 09:02:47 [INFO] VolumeProfileAnalyzer: \u2705 Volume Profile Analyzer initialisÚ 09:02:47 [INFO] MarketRegimeDetector: \u2705 Market Regime Detector initialisÚ 09:02:47 [INFO] AdvancedFeatureEngineering: \u2705 Advanced Feature Extractor initialisÚ 09:02:47 [INFO] TimePatternAnalyzer: \u2705 Time Pattern Analyzer initialisÚ 09:02:47 [INFO] CorrelationAnalyzer: \u2705 Correlation Analyzer initialisÚ 09:02:47 [INFO] RiskAdjustedScorer: \u2705 Risk-Adjusted Scorer initialisÚ 09:02:47 [INFO] MonteCarloSimulator: \u2705 Monte Carlo Simulator initialisÚ (1000 simulations) 09:02:47 [INFO] EnsemblePredictor: \u2705 Ensemble Predictor initialisÚ (4 modÞles) 09:02:47 [INFO] LSTMReversal: \u2705 ModÞle reversal chargÚ: C:\Users\PA\Documents\my_script\Cuda_RTX_Tensorflow\crypto_trading_bot-master\models\lstm_reversal.pt 09:02:48 [INFO] LSTMReversal: \U0001f4d0 ModÞle reversal: 4,975,237 paramÞtres (19.0 MB) 09:02:48 [INFO] LSTMReversal: \u2705 LSTMReversalPredictor initialisÚ (device=cuda) 09:02:48 [INFO] AIPredictor: \U0001f9e0 LSTM Reversal Predictor initialisÚ (trained=True) 09:02:48 [INFO] AIPredictor: \U0001f680 Modules d'amÚlioration IA activÚs avec succÞs 09:02:48 [INFO] AIPredictor: \U0001f50d Recherche modÞle: C:\Users\PA\Documents\my_script\Cuda_RTX_Tensorflow\crypto_trading_bot-master\models\predictor.pt 09:02:48 [INFO] AIPredictor: Fichier existe: True 09:02:48 [INFO] AIPredictor: \u2705 ModÞle PyTorch chargÚ (state_dict): C:\Users\PA\Documents\my_script\Cuda_RTX_Tensorflow\crypto_trading_bot-master\models\predictor.pt 09:02:48 [INFO] dynamic_blacklist: \u26a0\ufe0f Conversion de l'ancien format array vers dict 09:02:48 [INFO] dynamic_blacklist: \u2705 Blacklist chargÚe: 0 symboles exclus 09:02:48 [INFO] AIPredictor: \u26d4 Gestionnaire de blacklist dynamique initialisÚ 09:02:48 [INFO] __main__: \u2705 Module AI Predictor chargÚ 09:02:48 [INFO] __main__: \u2705 Module AI Realtime chargÚ 09:02:48 [INFO] __main__: Dashboard API Server v2.0 09:02:48 [INFO] __main__: Port: 8889 09:02:48 [INFO] __main__: Directory: C:\Users\PA\Documents\my_script\Cuda_RTX_Tensorflow\crypto_trading_bot-master 09:02:48 [INFO] __main__: URL: http://localhost:8889/dashboard.html 09:02:48 [INFO] __main__: API Token: zMZhStaH... (set DASHBOARD_API_TOKEN to customize) 09:02:48 [INFO] __main__: Press Ctrl+C to stop 09:02:48 [INFO] AIPredictor: \U0001f4cb Surveillance IA: 66 symboles configurÚs 09:02:48 [INFO] AIPredictor: \U0001f50d [START] DÚbut start() - is_running=False 09:02:48 [INFO] AIPredictor: \U0001f50d [START] symbols_to_watch: 66 symboles 09:02:48 [INFO] AIPredictor: \U0001f50d [START] klines_fetcher: True 09:02:48 [INFO] AIPredictor: \U0001f50d [START] predictor.klines_fetcher: True 09:02:48 [INFO] AIPredictor: \U0001f50d [START] CrÚation du thread... 09:02:48 [INFO] AIPredictor: \U0001f50d [START] DÚmarrage du thread... 09:02:48 [INFO] AIPredictor: \U0001f50d [THREAD] EntrÚe dans _surveillance_loop - Thread dÚmarrÚ 09:02:48 [INFO] AIPredictor: \u2705 Service de surveillance IA dÚmarrÚ (66 symboles) - Thread: True 09:02:48 [INFO] AIPredictor: \U0001f50d [THREAD] is_running=True, symbols=66 09:02:48 [INFO] __main__: \U0001f9e0 Service de surveillance IA dÚmarrÚ - 66 symboles 09:02:48 [INFO] AIPredictor: ================================================================================ 09:02:48 [INFO] __main__: Mode: Polling rapide (5 secondes) 09:02:48 [INFO] AIPredictor: \U0001f504 CYCLE IA #1 - 09:02:48 - Analyse 66 symboles... 09:02:48 [INFO] AIPredictor: ================================================================================ 09:02:48 [INFO] __main__: ============================================================ 09:02:48 [INFO] __main__: API Server v2.0 running! (Multi-threaded) 09:02:48 [INFO] __main__: ============================================================ 09:02:48 [INFO] __main__: Endpoints: 09:02:48 [INFO] __main__: GET /api/get-config - Read config 09:02:48 [INFO] __main__: POST /api/apply-config - Apply config 09:02:48 [INFO] __main__: POST /api/run-optimization - Run optimization 09:02:48 [INFO] __main__: POST /api/sell-all - Sell all positions 09:02:48 [INFO] __main__: POST /api/restart-bot - Restart bot 09:02:48 [INFO] __main__: POST /api/save-watchlist - Save watchlist 09:02:48 [INFO] __main__: ============================================================ 09:02:49 [INFO] __main__: Initializing crypto cache... 09:02:50 [INFO] AIAdvancedScorer: \U0001f9e0 AIAdvancedScorer initialisÚ - Device: cuda 09:02:50 [INFO] AIAdvancedScorer: GPU: NVIDIA GeForce RTX 5060 Ti 09:02:50 [INFO] AIPredictor: \u2b50 BNBUSDT: TOP 20 BONUS +15 (66\u219281) 09:02:50 [INFO] AIPredictor: \u2b50 DOGEUSDT: TOP 20 BONUS +15 (69\u219284) 09:02:50 [INFO] AIPredictor: \u2b50 FILUSDT: TOP 20 BONUS +15 (78\u219293) 09:02:52 [INFO] AIPredictor: \u26a0\ufe0f TONUSDT: Conditions END_OF_CYCLE dÚtectÚes - RSI=80 BB_pos=0.77 (bypass possible selon pattern) 09:02:52 [INFO] AIPredictor: \U0001f3af BNBUSDT: Score=81 Pattern=NEUTRAL Status=watching EMA_diff=0.02% Mom3=0.08% RSI=61 09:02:52 [INFO] AIPredictor: \U0001f9e0 PEPEUSDT: LSTM REVERSAL_UP dÚtectÚ! +14 (72\u219286) conf=95% prob=0.49 09:02:52 [INFO] AIPredictor: \U0001f3af PEPEUSDT: Score=86 Pattern=NEUTRAL Status=watching EMA_diff=-0.11% Mom3=0.00% RSI=47 09:02:52 [INFO] AIPredictor: \U0001f3af TAOUSDT: Score=72 Pattern=NEUTRAL Status=watching EMA_diff=-0.04% Mom3=0.28% RSI=54 09:02:52 [INFO] AIPredictor: \U0001f9e0 SIGNUSDT: LSTM REVERSAL_UP dÚtectÚ! +20 (74\u219294) conf=99% prob=0.87 09:02:52 [INFO] AIPredictor: \U0001f3af SIGNUSDT: Score=94 Pattern=NEUTRAL Status=watching EMA_diff=-0.12% Mom3=-0.14% RSI=46 09:02:52 [INFO] AIPredictor: \U0001f3af ICPUSDT: Score=64 Pattern=NEUTRAL Status=watching EMA_diff=0.26% Mom3=0.17% RSI=70 09:02:52 [INFO] AIPredictor: \U0001f9e0 BCHUSDT: LSTM REVERSAL_UP dÚtectÚ! +20 (63\u219283) conf=100% prob=1.00 09:02:52 [INFO] AIPredictor: \U0001f4c9 BCHUSDT: Baisse persistante - Mom3=-0.34% Mom5=-0.72% accel=-0.225 09:02:52 [INFO] AIPredictor: \U0001f9e0 SAHARAUSDT: LSTM REVERSAL_DOWN dÚtectÚ! -15 (50\u219235) 09:02:52 [INFO] AIPredictor: \u26a0\ufe0f SAHARAUSDT: Conditions END_OF_CYCLE dÚtectÚes - RSI=63 BB_pos=0.82 (bypass possible selon pattern) 09:02:52 [INFO] AIPredictor: \U0001f3af WLDUSDT: Score=64 Pattern=NEUTRAL Status=watching EMA_diff=0.00% Mom3=0.13% RSI=67 09:02:52 [INFO] AIPredictor: \U0001f3af FILUSDT: Score=93 Pattern=NEUTRAL Status=watching EMA_diff=-0.18% Mom3=0.10% RSI=42 09:02:52 [INFO] AIPredictor: \U0001f3af PENGUUSDT: Score=69 Pattern=NEUTRAL Status=watching EMA_diff=0.10% Mom3=0.13% RSI=60 09:02:52 [INFO] AIPredictor: \U0001f3af DOGEUSDT: Score=84 Pattern=NEUTRAL Status=watching EMA_diff=-0.10% Mom3=0.14% RSI=47 09:02:53 [INFO] __main__: \U0001f504 Auto-Updater dÚmarrÚ automatiquement (PID: 17760) 09:02:53 [INFO] __main__: ò Sync rapide: 1h | MAJ donnÚes: 6h | IA training: 24h 09:02:53 [INFO] __main__: ò Logs: C:\Users\PA\Documents\my_script\Cuda_RTX_Tensorflow\crypto_trading_bot-master\auto_updater_daemon.log 09:02:54 [INFO] __main__: Cache initialized: 66 cryptos 09:02:56 [INFO] __main__: \U0001f575\ufe0f Market Spy dÚmarrÚ automatiquement (PID: 11584) 09:02:56 [INFO] __main__: ò Scan: toutes les 12s | Max positions: 3 09:02:56 [INFO] __main__: ò Logs: C:\Users\PA\Documents\my_script\Cuda_RTX_Tensorflow\crypto_trading_bot-master\market_spy_daemon.log 09:03:04 [INFO] AIPredictor: \u23f0 PEPEUSDT: Time pattern +10 09:03:04 [INFO] AIPredictor: \U0001f517 PEPEUSDT: Correlation bonus +15.0 (sector=MEME) 09:03:04 [INFO] AIPredictor: \u2696\ufe0f PEPEUSDT: Risk adjustment -10.0 (Sharpe=-0.04) 09:03:04 [INFO] AIPredictor: \u2197\ufe0f PEPEUSDT: Momentum turning up +3 (accel=2.254) 09:03:05 [INFO] AIPredictor: \u26a0\ufe0f PEPEUSDT: Monte Carlo low confidence penalty -5 09:03:05 [INFO] MarketRegime: \U0001f3af MarketRegimeDetector initialisÚ 09:03:05 [INFO] AIPredictor: \U0001f305 PEPEUSDT: Early cycle bonus +2 (early_score=50) 09:03:05 [INFO] AIPredictor: \u23f0 BNBUSDT: Time pattern +10 09:03:05 [INFO] AIPredictor: \U0001f517 BNBUSDT: Correlation bonus +15.0 (sector=EXCHANGE) 09:03:05 [INFO] AIPredictor: \u2696\ufe0f BNBUSDT: Risk adjustment -5.0 (Sharpe=-0.04) 09:03:05 [INFO] AIPredictor: \u26a1 BNBUSDT: AccÚlÚration dÚtectÚe +5 09:03:05 [INFO] AIPredictor: \u26a0\ufe0f BNBUSDT: Monte Carlo low confidence penalty -5 09:03:05 [INFO] AIPredictor: \U0001f3af BNBUSDT: Score final=95 (base=81, adjustment=+14.0) 09:03:05 [INFO] AIPredictor: \u2705 BNBUSDT: TOP 20 - seuil 45 (vs 50 standard) 09:03:05 [INFO] AIPredictor: \u23f0 TAOUSDT: Time pattern +10 09:03:05 [INFO] AIPredictor: \U0001f517 TAOUSDT: Correlation bonus +15.0 (sector=UNKNOWN) 09:03:05 [INFO] AIPredictor: \u2696\ufe0f TAOUSDT: Risk adjustment -9.7 (Sharpe=-0.10) 09:03:05 [INFO] AIPredictor: \u26a1 TAOUSDT: AccÚlÚration dÚtectÚe +5 09:03:05 [INFO] AIPredictor: \u26a0\ufe0f TAOUSDT: Monte Carlo low confidence penalty -5 09:03:05 [INFO] AIPredictor: \U0001f3af TAOUSDT: Score final=87.3 (base=72, adjustment=+15.3) 09:03:05 [INFO] AIPredictor: \u23f0 SIGNUSDT: Time pattern +10 09:03:05 [INFO] AIPredictor: \U0001f517 SIGNUSDT: Correlation bonus +15.0 (sector=UNKNOWN) 09:03:05 [INFO] AIPredictor: \u2197\ufe0f SIGNUSDT: Momentum turning up +3 (accel=0.571) 09:03:05 [INFO] AIPredictor: \u23f0 BCHUSDT: Time pattern +10 09:03:05 [INFO] AIPredictor: \U0001f517 BCHUSDT: Correlation bonus +15.0 (sector=UNKNOWN) 09:03:05 [INFO] AIPredictor: \u2696\ufe0f BCHUSDT: Risk adjustment -7.4 (Sharpe=-0.02) 09:03:05 [INFO] AIPredictor: \u26a0\ufe0f BCHUSDT: Monte Carlo low confidence penalty -5 09:03:05 [INFO] AIPredictor: \U0001f3af BCHUSDT: Score final=61.599999999999994 (base=49, adjustment=+12.6) 09:03:05 [INFO] AIPredictor: \u23f0 ICPUSDT: Time pattern +10 09:03:05 [INFO] AIPredictor: \U0001f517 ICPUSDT: Correlation bonus +15.0 (sector=UNKNOWN) 09:03:05 [INFO] AIPredictor: \u2197\ufe0f ICPUSDT: Momentum turning up +3 (accel=0.290) 09:03:05 [INFO] AIPredictor: \u26a0\ufe0f ICPUSDT: Bonus modules plafonnÚ Ó +20 (total brut Útait +28) 09:03:05 [INFO] AIPredictor: \U0001f3af ICPUSDT: Score final=84 (base=64, adjustment=+20.0) 09:03:06 [INFO] AIPredictor: \u23f0 TONUSDT: Time pattern +10 09:03:06 [INFO] AIPredictor: \U0001f517 TONUSDT: Correlation bonus +15.0 (sector=UNKNOWN) 09:03:06 [INFO] AIPredictor: \u26a0\ufe0f TONUSDT: Bonus modules plafonnÚ Ó +20 (total brut Útait +25) 09:03:06 [INFO] AIPredictor: \U0001f305 TONUSDT: Early cycle bonus +2 (early_score=50) 09:03:06 [INFO] AIPredictor: \U0001f3af TONUSDT: Score final=74 (base=52, adjustment=+20.0) 09:03:06 [INFO] AIPredictor: \U0001f3af JUPUSDT: Score=65 Pattern=NEUTRAL Status=watching EMA_diff=0.07% Mom3=0.17% RSI=59 09:03:07 [INFO] AIPredictor: \u23f0 SAHARAUSDT: Time pattern +10 09:03:07 [INFO] AIPredictor: \U0001f517 SAHARAUSDT: Correlation bonus +15.0 (sector=UNKNOWN) 09:03:07 [INFO] AIPredictor: \u23f0 WLDUSDT: Time pattern +10 09:03:07 [INFO] AIPredictor: \U0001f517 WLDUSDT: Correlation bonus +15.0 (sector=UNKNOWN) 09:03:07 [INFO] AIPredictor: \u23f0 PENGUUSDT: Time pattern +10 09:03:07 [INFO] AIPredictor: \u2696\ufe0f WLDUSDT: Risk adjustment -8.9 (Sharpe=-0.06) 09:03:07 [INFO] AIPredictor: \U0001f517 PENGUUSDT: Correlation bonus +15.0 (sector=UNKNOWN) 09:03:07 [INFO] AIPredictor: \u26a1 WLDUSDT: AccÚlÚration dÚtectÚe +5 09:03:07 [INFO] AIPredictor: \u26a0\ufe0f SAHARAUSDT: Bonus modules plafonnÚ Ó +20 (total brut Útait +25) 09:03:07 [INFO] AIPredictor: \U0001f3af SAHARAUSDT: Score final=55 (base=35, adjustment=+20.0) 09:03:07 [INFO] AIPredictor: \u26a1 PENGUUSDT: AccÚlÚration dÚtectÚe +5 09:03:07 [INFO] AIPredictor: \u26a0\ufe0f WLDUSDT: Monte Carlo low confidence penalty -5 09:03:07 [INFO] AIPredictor: \U0001f305 WLDUSDT: Early cycle bonus +3 (early_score=74) 09:03:07 [INFO] AIPredictor: \U0001f3af WLDUSDT: Score final=83.1 (base=64, adjustment=+16.1) 09:03:07 [INFO] AIPredictor: \u26a0\ufe0f PENGUUSDT: Monte Carlo low confidence penalty -5 09:03:07 [INFO] AIPredictor: \u26a0\ufe0f PENGUUSDT: Bonus modules plafonnÚ Ó +20 (total brut Útait +25) 09:03:07 [INFO] AIPredictor: \U0001f305 PENGUUSDT: Early cycle bonus +2 (early_score=50) 09:03:07 [INFO] AIPredictor: \U0001f3af PENGUUSDT: Score final=91 (base=69, adjustment=+20.0) 09:03:07 [INFO] AIPredictor: \U0001f9e0 SHIBUSDT: LSTM REVERSAL_UP dÚtectÚ! +20 (68\u219288) conf=100% prob=1.00 09:03:07 [INFO] AIPredictor: \u23f0 FILUSDT: Time pattern +10 09:03:07 [INFO] AIPredictor: \U0001f517 FILUSDT: Correlation bonus +15.0 (sector=STORAGE) 09:03:07 [INFO] AIPredictor: \U0001f3af SHIBUSDT: Score=88 Pattern=NEUTRAL Status=watching EMA_diff=-0.02% Mom3=0.18% RSI=57 09:03:07 [INFO] AIPredictor: \u2696\ufe0f FILUSDT: Risk adjustment -5.0 (Sharpe=-0.01) 09:03:07 [INFO] AIPredictor: \u26a1 FILUSDT: AccÚlÚration dÚtectÚe +5 09:03:07 [INFO] AIPredictor: \u2705 FILUSDT: TOP 20 - seuil 45 (vs 50 standard) 09:03:08 [INFO] AIPredictor: \U0001f3af RENDERUSDT: Score=61 Pattern=NEUTRAL Status=watching EMA_diff=0.11% Mom3=0.22% RSI=65 09:03:08 [INFO] AIPredictor: \u23f0 DOGEUSDT: Time pattern +10 09:03:08 [INFO] AIPredictor: \U0001f517 DOGEUSDT: Correlation bonus +15.0 (sector=MEME) 09:03:08 [INFO] AIPredictor: \u2696\ufe0f DOGEUSDT: Risk adjustment -5.0 (Sharpe=-0.14) 09:03:08 [INFO] AIPredictor: \u26a1 DOGEUSDT: AccÚlÚration dÚtectÚe +5 09:03:08 [INFO] AIPredictor: \u2b50 SOLUSDT: TOP 20 BONUS +15 (65\u219280) 09:03:08 [INFO] AIPredictor: \u26a0\ufe0f DOGEUSDT: Monte Carlo low confidence penalty -5 09:03:08 [INFO] AIPredictor: \U0001f3af DOGEUSDT: Score final=95 (base=84, adjustment=+11.0) 09:03:08 [INFO] AIPredictor: \u2705 DOGEUSDT: TOP 20 - seuil 45 (vs 50 standard) 09:03:08 [INFO] AIPredictor: \U0001f9e0 SOLUSDT: LSTM REVERSAL_UP dÚtectÚ! +20 (80\u2192100) conf=100% prob=1.00 09:03:08 [INFO] AIPredictor: \U0001f3af SOLUSDT: Score=100 Pattern=NEUTRAL Status=watching EMA_diff=-0.10% Mom3=-0.04% RSI=45 09:03:08 [INFO] AIPredictor: \U0001f3af ENAUSDT: Score=62 Pattern=NEUTRAL Status=watching EMA_diff=0.01% Mom3=0.27% RSI=52 09:03:09 [INFO] AIPredictor: \u2b50 POLUSDT: TOP 20 BONUS +15 (54\u219269) 09:03:09 [INFO] AIPredictor: \U0001f3af POLUSDT: Score=69 Pattern=NEUTRAL Status=watching EMA_diff=0.06% Mom3=0.40% RSI=59 09:03:10 [INFO] AIPredictor: \u2b50 APTUSDT: TOP 20 BONUS +15 (71\u219286) 09:03:10 [INFO] AIPredictor: \U0001f9e0 LAYERUSDT: LSTM REVERSAL_UP dÚtectÚ! +18 (60\u219278) conf=97% prob=0.65 09:03:10 [INFO] AIPredictor: \U0001f3af LAYERUSDT: Score=78 Pattern=NEUTRAL Status=watching EMA_diff=0.06% Mom3=-0.11% RSI=56 09:03:10 [INFO] AIPredictor: \U0001f3af APTUSDT: Score=86 Pattern=NEUTRAL Status=watching EMA_diff=0.22% Mom3=0.20% RSI=62 09:03:19 [INFO] AIPredictor: \u23f0 JUPUSDT: Time pattern +10 09:03:19 [INFO] AIPredictor: \U0001f517 JUPUSDT: Correlation bonus +15.0 (sector=UNKNOWN) 09:03:19 [INFO] AIPredictor: \u26a1 JUPUSDT: AccÚlÚration dÚtectÚe +5 09:03:19 [INFO] AIPredictor: \u26a0\ufe0f JUPUSDT: Monte Carlo low confidence penalty -5 09:03:19 [INFO] AIPredictor: \u26a0\ufe0f JUPUSDT: Bonus modules plafonnÚ Ó +20 (total brut Útait +25) 09:03:19 [INFO] AIPredictor: \U0001f305 JUPUSDT: Early cycle bonus +2 (early_score=50) 09:03:19 [INFO] AIPredictor: \U0001f3af JUPUSDT: Score final=87 (base=65, adjustment=+20.0) 09:03:20 [INFO] AIPredictor: \u23f0 XPLUSDT: Time pattern +10 09:03:20 [INFO] AIPredictor: \U0001f517 XPLUSDT: Correlation bonus +15.0 (sector=UNKNOWN) 09:03:20 [INFO] AIPredictor: \u2197\ufe0f XPLUSDT: Momentum turning up +3 (accel=0.887) 09:03:20 [INFO] AIPredictor: \u26a0\ufe0f XPLUSDT: Bonus modules plafonnÚ Ó +20 (total brut Útait +28) 09:03:20 [INFO] AIPredictor: \U0001f3af XPLUSDT: Score final=68 (base=48, adjustment=+20.0) 09:03:20 [INFO] AIPredictor: \u23f0 COSUSDT: Time pattern +10 09:03:20 [INFO] AIPredictor: \U0001f517 COSUSDT: Correlation bonus +15.0 (sector=UNKNOWN) 09:03:20 [INFO] AIPredictor: \u26a0\ufe0f COSUSDT: Bonus modules plafonnÚ Ó +20 (total brut Útait +25) 09:03:20 [INFO] AIPredictor: \U0001f3af COSUSDT: Score final=74 (base=54, adjustment=+20.0) 09:03:21 [INFO] AIPredictor: \u23f0 RENDERUSDT: Time pattern +10 09:03:21 [INFO] AIPredictor: \U0001f517 RENDERUSDT: Correlation bonus +15.0 (sector=UNKNOWN) 09:03:21 [INFO] AIPredictor: \u2696\ufe0f RENDERUSDT: Risk adjustment -8.6 (Sharpe=-0.06) 09:03:21 [INFO] AIPredictor: \u26a1 RENDERUSDT: AccÚlÚration dÚtectÚe +5 09:03:21 [INFO] AIPredictor: \u26a0\ufe0f RENDERUSDT: Monte Carlo low confidence penalty -5 09:03:21 [INFO] AIPredictor: \U0001f3af RENDERUSDT: Score final=77.4 (base=61, adjustment=+16.4) 09:03:21 [INFO] AIPredictor: \u23f0 SOLUSDT: Time pattern +10 09:03:21 [INFO] AIPredictor: \U0001f517 SOLUSDT: Correlation bonus +15.0 (sector=L1) 09:03:21 [INFO] AIPredictor: \u2696\ufe0f SOLUSDT: Risk adjustment -5.0 (Sharpe=-0.07) 09:03:21 [INFO] AIPredictor: \u2197\ufe0f SOLUSDT: Momentum turning up +3 (accel=0.187) 09:03:21 [INFO] AIPredictor: \U0001f3af HBARUSDT: Score=67 Pattern=NEUTRAL Status=watching EMA_diff=0.00% Mom3=0.20% RSI=58 09:03:21 [INFO] AIPredictor: \u26a0\ufe0f SOLUSDT: Monte Carlo low confidence penalty -5 09:03:21 [INFO] AIPredictor: \u2705 SOLUSDT: TOP 20 - seuil 45 (vs 50 standard) 09:03:21 [INFO] AIPredictor: \u23f0 SHIBUSDT: Time pattern +10 09:03:21 [INFO] AIPredictor: \U0001f517 SHIBUSDT: Correlation bonus +15.0 (sector=MEME) 09:03:21 [INFO] AIPredictor: \u2696\ufe0f SHIBUSDT: Risk adjustment -10.0 (Sharpe=-0.06) 09:03:21 [INFO] AIPredictor: \u26a1 SHIBUSDT: AccÚlÚration dÚtectÚe +5 09:03:21 [INFO] AIPredictor: \u26a0\ufe0f SHIBUSDT: Monte Carlo low confidence penalty -5 09:03:22 [WARNING] AIPredictor: \u26d4 FIOUSDT: BLOQU╔ - Baisse continue 4h (-8.5%) 09:03:22 [WARNING] AIPredictor: \u2514\u2500 Trend 4h: -8.5%, Risk: 15 09:03:23 [INFO] AIPredictor: \U0001f3af WLFIUSDT: Score=66 Pattern=NEUTRAL Status=watching EMA_diff=0.02% Mom3=0.19% RSI=55 09:03:23 [INFO] AIPredictor: \u2b50 AVAXUSDT: TOP 20 BONUS +15 (65\u219280) 09:03:23 [INFO] AIPredictor: \U0001f3af AVAXUSDT: Score=80 Pattern=NEUTRAL Status=watching EMA_diff=0.01% Mom3=0.11% RSI=60 09:03:23 [INFO] AIPredictor: \U0001f3af DASHUSDT: Score=75 Pattern=NEUTRAL Status=watching EMA_diff=-0.06% Mom3=0.18% RSI=56 09:03:23 [INFO] AIPredictor: \U0001f3af ZECUSDT: Score=68 Pattern=NEUTRAL Status=watching EMA_diff=-0.04% Mom3=0.04% RSI=48 09:03:23 [INFO] AIPredictor: \u23f0 ENAUSDT: Time pattern +10 09:03:23 [INFO] AIPredictor: \U0001f517 ENAUSDT: Correlation bonus +15.0 (sector=UNKNOWN) 09:03:23 [INFO] AIPredictor: \u2696\ufe0f ENAUSDT: Risk adjustment -8.7 (Sharpe=-0.01) 09:03:23 [INFO] AIPredictor: \u26a0\ufe0f ENAUSDT: Monte Carlo low confidence penalty -5 09:03:23 [INFO] AIPredictor: \U0001f3af ENAUSDT: Score final=73.3 (base=62, adjustment=+11.3) 09:03:24 [INFO] AIPredictor: \u23f0 BONKUSDT: Time pattern +10 09:03:24 [INFO] AIPredictor: \U0001f517 BONKUSDT: Correlation bonus +15.0 (sector=UNKNOWN) 09:03:24 [INFO] AIPredictor: \u2696\ufe0f BONKUSDT: Risk adjustment -8.4 (Sharpe=-0.03) 09:03:24 [INFO] AIPredictor: \u2197\ufe0f BONKUSDT: Momentum turning up +3 (accel=0.334) 09:03:24 [INFO] AIPredictor: \u26a0\ufe0f BONKUSDT: Monte Carlo low confidence penalty -5 09:03:24 [INFO] AIPredictor: \U0001f3af BONKUSDT: Score final=73.6 (base=59, adjustment=+14.6) 09:03:24 [INFO] AIPredictor: \u23f0 POLUSDT: Time pattern +10 09:03:24 [INFO] AIPredictor: \U0001f517 POLUSDT: Correlation bonus +15.0 (sector=UNKNOWN) 09:03:24 [INFO] AIPredictor: \u2696\ufe0f POLUSDT: Risk adjustment -9.4 (Sharpe=-0.05) 09:03:24 [INFO] AIPredictor: \u26a0\ufe0f POLUSDT: Monte Carlo low confidence penalty -5 09:03:24 [INFO] AIPredictor: \U0001f3af POLUSDT: Score final=79.6 (base=69, adjustment=+10.6) 09:03:24 [INFO] AIPredictor: \u2705 POLUSDT: TOP 20 - seuil 45 (vs 50 standard) 09:03:25 [INFO] __main__: Server stopped by user (Ctrl+C)