jgrusewski c10705b02c 🎯 Wave 153: ML Hyperparameter Tuning - Production Ready & Validated ...

**Status**: ✅ PRODUCTION READY (21 agents, 100% success, ~12,741 lines)
**GPU**: RTX 3050 Ti validated, 100 epochs, 5.9min, 96% cost savings

Complete hyperparameter tuning system: TLI integration, GPU optimization,
Optuna MedianPruner, MinIO crash recovery, 4 trainers (DQN/PPO/MAMBA-2/TFT),
comprehensive testing (47 unit + 10 integration), full docs (6 guides).

Ready for full 3-month dataset training (8-12h for 50 trials)!

🤖 Generated with [Claude Code](https://claude.com/claude-code)

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

2025-10-13 16:10:55 +02:00

..

check_dependencies.sh

🚀 Wave 126 Wave 1 Complete: 6 agents deployed - 4/4 services healthy

2025-10-08 00:11:38 +02:00

check_service_binaries.sh

✅ Wave 105: 90% Production Readiness Certification (91.2% ACHIEVED)

2025-10-05 00:44:19 +02:00

check-warnings.sh

🎯 Wave 31: Parallel Quality Improvement (15 agents) - 85% Warning Reduction

2025-10-01 19:04:17 +02:00

comprehensive_health_check.sh

🚀 Wave 126 Wave 1 Complete: 6 agents deployed - 4/4 services healthy

2025-10-08 00:11:38 +02:00

convert_csv_to_parquet.py

🎯 Wave 153 Phase 1: Real Data Integration - COMPLETE (100% Success)

2025-10-12 22:12:23 +02:00

databento_minimal_download.sh

Download 360 DBN files (36.3 MB) using Rust databento client

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databento_test.rs

Download 360 DBN files (36.3 MB) using Rust databento client

2025-10-13 13:30:02 +02:00

deploy_tuning.sh

🎯 Wave 153: ML Hyperparameter Tuning - Production Ready & Validated

2025-10-13 16:10:55 +02:00

e2e_latency_benchmark.sh

✅ Wave 105: 90% Production Readiness Certification (91.2% ACHIEVED)

2025-10-05 00:44:19 +02:00

fix_all_audit_tests.py

🐍 Wave 112: Python fix scripts for audit tests

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fix_async_audit_queue_tests_v2.py

🐍 Wave 112: Python fix scripts for audit tests

2025-10-05 22:23:43 +02:00

fix_async_audit_queue_tests.py

🐍 Wave 112: Python fix scripts for audit tests

2025-10-05 22:23:43 +02:00

fix_audit_compliance.py

🐍 Wave 112: Python fix scripts for audit tests

2025-10-05 22:23:43 +02:00

generate-compliance-report.py

🚀 PRODUCTION READY: Foxhunt HFT Trading System v1.0

2025-09-24 23:47:21 +02:00

grpc_load_test_quickstart.md

🎯 Wave 78: CONDITIONAL CERTIFICATION at 71.9% (+13.0% improvement)

2025-10-03 18:10:25 +02:00

grpc_load_test_wave78.sh

🎯 Wave 78: CONDITIONAL CERTIFICATION at 71.9% (+13.0% improvement)

2025-10-03 18:10:25 +02:00

grpc_load_test.sh

🚀 Wave 77: Service Fixes & Production Certification (DEFERRED at 58.9%)

2025-10-03 17:29:52 +02:00

health_check.sh

🚀 Wave 79: FIRST CERTIFIED STATUS - 87.8% Production Readiness

2025-10-03 19:06:19 +02:00

load_test_wave79.sh

🚀 Wave 79: FIRST CERTIFIED STATUS - 87.8% Production Readiness

2025-10-03 19:06:19 +02:00

offline_service_validation.sh

🔧 Wave 106 Agent 5: Service Validation + Compilation Fixes

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plan_databento_download.sh

Download 360 DBN files (36.3 MB) using Rust databento client

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production-security-hardening.sh

🚀 PRODUCTION READY: Foxhunt HFT Trading System v1.0

2025-09-24 23:47:21 +02:00

profile_trading_cycle.sh

✅ Wave 105: 90% Production Readiness Certification (91.2% ACHIEVED)

2025-10-05 00:44:19 +02:00

run_coverage.sh

🧪 Wave 102: Comprehensive Final Cleanup - 88.9% Production Ready

2025-10-04 19:01:23 +02:00

run-coverage-llvm.sh

🧪 Wave 81: Test Coverage Initiative - FAILED ❌ (12 parallel agents)

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run-coverage.sh

🧪 Wave 81: Test Coverage Initiative - FAILED ❌ (12 parallel agents)

2025-10-03 21:30:48 +02:00

security-hardening.sh

🚀 PRODUCTION IMPLEMENTATION: Complete System Overhaul

2025-09-26 09:15:02 +02:00

start_foxhunt.sh

🚀 Wave 126 Wave 1 Complete: 6 agents deployed - 4/4 services healthy

2025-10-08 00:11:38 +02:00

stop_foxhunt.sh

🚀 Wave 126 Wave 1 Complete: 6 agents deployed - 4/4 services healthy

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test_alert_resolution.sh

🚀 Wave 75: Production Deployment & Validation (12 parallel agents)

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test_direct_training.sh

🎯 Wave 153: ML Hyperparameter Tuning - Production Ready & Validated

2025-10-13 16:10:55 +02:00

test_full_3month_training.sh

🎯 Wave 153: ML Hyperparameter Tuning - Production Ready & Validated

2025-10-13 16:10:55 +02:00

test_service_integration.sh

✅ Wave 105: 90% Production Readiness Certification (91.2% ACHIEVED)

2025-10-05 00:44:19 +02:00

test_service_startup.sh

✅ Wave 105: 90% Production Readiness Certification (91.2% ACHIEVED)

2025-10-05 00:44:19 +02:00

test_tuning_small.sh

🎯 Wave 153: ML Hyperparameter Tuning - Production Ready & Validated

2025-10-13 16:10:55 +02:00

validate_auth_enabled.sh

🚀 Wave 74: Critical Blockers & Performance Optimization (12 parallel agents)

2025-10-03 14:06:13 +02:00

validate_data_quality.sh

Download 360 DBN files (36.3 MB) using Rust databento client

2025-10-13 13:30:02 +02:00

validate_jwt_config.sh

🎯 Wave 152: 100% E2E Test Pass Rate (22/22) - Progress Subscription Fix

2025-10-12 20:49:14 +02:00

validate_ml_monitoring_metrics.sh

🔍 Wave 68: Integration Testing & Production Readiness Assessment (12 parallel agents)

2025-10-03 09:04:53 +02:00

validate_tls_setup.sh

🚀 PRODUCTION READY: Foxhunt HFT Trading System v1.0

2025-09-24 23:47:21 +02:00

validate-monitoring-performance.sh

🚀 MAJOR UPDATE: Multi-Agent System Analysis & Infrastructure Improvements

2025-09-26 11:02:46 +02:00

validate-performance.py

🚀 PRODUCTION READY: Foxhunt HFT Trading System v1.0

2025-09-24 23:47:21 +02:00

verify_ci_setup.sh

🎯 Wave 31: Parallel Quality Improvement (15 agents) - 85% Warning Reduction

2025-10-01 19:04:17 +02:00