TPTBusiness 6cd362aa25 feat: R&D loop — Optuna optimization + LightGBM ML training ...

- Optuna: every 500 iterations, 20-trial hyperparameter optimization
- ML: every 2000 iterations, LightGBM classifier on SOTA indicator signals
- Numba backtest: 245× faster (735M bars/s)
- All 3 discovery methods: explore → exploit → optuna → ml

2026-05-31 17:21:23 +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

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

nexquant_1h_factors.py

refactor: remove all proprietary terms from codebase and git history

2026-05-22 15:10:36 +02:00

nexquant_20tests.py

refactor: remove all proprietary terms from codebase and git history

2026-05-22 15:10:36 +02:00

nexquant_30min_scan.py

refactor: remove all proprietary terms from codebase and git history

2026-05-22 15:10:36 +02:00

nexquant_add_risk_management.py

refactor: remove all proprietary terms from codebase and git history

2026-05-22 15:10:36 +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: remove all proprietary terms from codebase and git history

2026-05-22 15:10:36 +02:00

nexquant_daily_strategies.py

feat: model-track bias + daily/portfolio tools

2026-05-17 20:09:46 +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: remove all proprietary terms from codebase and git history

2026-05-22 15:10:36 +02:00

nexquant_gridsearch.py

refactor: remove all proprietary terms from codebase and git history

2026-05-22 15:10:36 +02:00

nexquant_infinite_search.py

refactor: remove all proprietary terms from codebase and git history

2026-05-22 15:10:36 +02:00

nexquant_live_priceaction.py

feat: live price-action pipeline — Donchian+MACD majority-vote signals

2026-05-22 22:16:37 +02:00

nexquant_live_strategy.py

feat: auto-mode live strategy — factors when fresh, SMA fallback

2026-05-11 20:37:30 +02:00

nexquant_ml_pipeline.py

refactor: remove all proprietary terms from codebase and git history

2026-05-22 15:10:36 +02:00

nexquant_multi_asset.py

refactor: remove all proprietary terms from codebase and git history

2026-05-22 15:10:36 +02:00

nexquant_parallel.py

refactor: rename project from Predix to NexQuant

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

nexquant_portfolio_optimizer.py

refactor: remove all proprietary terms from codebase and git history

2026-05-22 15:10:36 +02:00

nexquant_portfolio.py

refactor: remove all proprietary terms from codebase and git history

2026-05-22 15:10:36 +02:00

nexquant_priceaction_loop.py

feat: migrate R&D loop to TA-Lib (17 indicators, 161 available)

2026-05-30 10:43:00 +02:00

nexquant_priceaction.py

feat: price-action strategy generator — no LLM, no factors, 38 profitable strategies

2026-05-22 15:43:00 +02:00

nexquant_quick_daytrading.py

refactor: remove all proprietary terms from codebase and git history

2026-05-22 15:10:36 +02:00

nexquant_rd_loop.py

feat: R&D loop — Optuna optimization + LightGBM ML training

2026-05-31 17:21:23 +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: remove all proprietary terms from codebase and git history

2026-05-22 15:10:36 +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: remove all proprietary terms from codebase and git history

2026-05-22 15:10:36 +02:00

nexquant_strategy_gen.py

refactor: remove all proprietary terms from codebase and git history

2026-05-22 15:10:36 +02:00

nexquant_strategy_report.py

refactor: rename project from Predix to NexQuant

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

nexquant_systematic.py

refactor: remove all proprietary terms from codebase and git history

2026-05-22 15:10:36 +02:00

nexquant_unified.py

refactor: remove all proprietary terms from codebase and git history

2026-05-22 15:10:36 +02:00

realistic_backtest_all.py

refactor: remove all proprietary terms from codebase and git history

2026-05-22 15:10:36 +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