TPTBusiness 5620ea1b0e feat: Optuna-optimized RF ML pipeline for daily strategies (+0.61%/month) ...

- 54 features from daily OHLCV (MA, RSI, MACD, ATR, ADX, Bollinger, etc.)
- Random Forest with Optuna TPE hyperparameter tuning (50 trials)
- Walk-forward validation with RiskMgmt backtest
- 5d horizon: OOS Sharpe +47.5, +0.61%/month
- Top features: vol50, sma20_100, sma200, calendar month

2026-05-10 18:45:31 +02:00

..

create_strategy.py

chore: Organize utility scripts into scripts/ directory

2026-04-09 14:45:49 +02:00

debug_backtest.py

refactor: rename project from Predix to NexQuant

2026-05-09 17:48:22 +02:00

extract_results.py

fix: Resolve 88% empty backtest results + path fixes

2026-04-03 16:21:59 +02:00

kronos_factor_gen.py

refactor: rename project from Predix to NexQuant

2026-05-09 17:48:22 +02:00

kronos_model_eval.py

refactor: rename project from Predix to NexQuant

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nexquant_add_risk_management.py

refactor: rename project from Predix to NexQuant

2026-05-09 17:48:22 +02:00

nexquant_autopilot.py

refactor: rename project from Predix to NexQuant

2026-05-09 17:48:22 +02:00

nexquant_batch_backtest.py

refactor: rename project from Predix to NexQuant

2026-05-09 17:48:22 +02:00

nexquant_continuous_strategies.py

refactor: rename project from Predix to NexQuant

2026-05-09 17:48:22 +02:00

nexquant_daily_strategies.py

feat: daily strategy generator — grid search SMA/EMA/RSI/MACD/BB (14/55 profitable)

2026-05-10 17:58:25 +02:00

nexquant_fast_rebacktest.py

refactor: rename project from Predix to NexQuant

2026-05-09 17:48:22 +02:00

nexquant_full_eval.py

refactor: rename project from Predix to NexQuant

2026-05-09 17:48:22 +02:00

nexquant_gen_strategies_real_bt.py

refactor: rename project from Predix to NexQuant

2026-05-09 17:48:22 +02:00

nexquant_ml_pipeline.py

feat: Optuna-optimized RF ML pipeline for daily strategies (+0.61%/month)

2026-05-10 18:45:31 +02:00

nexquant_parallel.py

refactor: rename project from Predix to NexQuant

2026-05-09 17:48:22 +02:00

nexquant_quick_daytrading.py

refactor: rename project from Predix to NexQuant

2026-05-09 17:48:22 +02:00

nexquant_rebacktest_one.py

refactor: rename project from Predix to NexQuant

2026-05-09 17:48:22 +02:00

nexquant_rebacktest_parent.py

refactor: rename project from Predix to NexQuant

2026-05-09 17:48:22 +02:00

nexquant_rebacktest_strategies.py

refactor: rename project from Predix to NexQuant

2026-05-09 17:48:22 +02:00

nexquant_rebacktest_unified.py

refactor: rename project from Predix to NexQuant

2026-05-09 17:48:22 +02:00

nexquant_simple_eval.py

refactor: rename project from Predix to NexQuant

2026-05-09 17:48:22 +02:00

nexquant_smart_strategy_gen.py

refactor: rename project from Predix to NexQuant

2026-05-09 17:48:22 +02:00

nexquant_strategy_report.py

refactor: rename project from Predix to NexQuant

2026-05-09 17:48:22 +02:00

realistic_backtest_all.py

refactor: rename project from Predix to NexQuant

2026-05-09 17:48:22 +02:00

run_all_tests.sh

refactor: rename project from Predix to NexQuant

2026-05-09 17:48:22 +02:00

start_llama.sh

feat: Add start_llama and start_loop CLI commands

2026-04-09 14:49:00 +02:00

start_strategy_loop.sh

refactor: rename project from Predix to NexQuant

2026-05-09 17:48:22 +02:00

watchdog_generator.sh

refactor: rename project from Predix to NexQuant

2026-05-09 17:48:22 +02:00