├── .gitignore ├── .watchignore ├── README.md ├── TODO.md ├── config ├── __init__.py ├── settings.py ├── user_config.py └── webui_config.py ├── data └── binance │ ├── futures │ ├── 1000CAT_USDT_USDT-1m-futures.feather │ ├── 1INCH_USDT_USDT-1m-futures.feather │ ├── A2Z_USDT_USDT-1m-futures.feather │ ├── AGT_USDT_USDT-1m-futures.feather │ ├── ASR_USDT_USDT-1m-futures.feather │ ├── ASTR_USDT_USDT-1m-futures.feather │ ├── BCH_USDT_USDT-15m-futures.feather │ ├── BCH_USDT_USDT-5m-futures.feather │ ├── BTC_USDT_USDT-12h-futures.feather │ ├── BTC_USDT_USDT-15m-futures.feather │ ├── BTC_USDT_USDT-1d-futures.feather │ ├── BTC_USDT_USDT-1h-futures.feather │ ├── BTC_USDT_USDT-1m-futures.feather │ ├── BTC_USDT_USDT-2h-futures.feather │ ├── BTC_USDT_USDT-3m-futures.feather │ ├── BTC_USDT_USDT-4h-futures.feather │ ├── BTC_USDT_USDT-5m-futures.feather │ ├── BTC_USDT_USDT-6h-futures.feather │ ├── BTC_USDT_USDT-8h-futures.feather │ └── SUI_USDT_USDT-1m-futures.feather │ └── spot │ └── 1000000BOB_USDT_USDT-3m-spot.feather ├── docs ├── README.md ├── api.md ├── factor_storage_guide.md ├── factorlib_structure_guide.md ├── new_architecture_guide.md ├── storage_api_guide.md ├── user_algorithm_paradigm.md └── vpn_setup.md ├── examples ├── README.md ├── batch_download_demo.py ├── data_management_demo.py ├── factor_mining_workflow.py ├── factor_storage_demo.py ├── storage_api_usage.py ├── trading_factor_usage.py ├── transparent_factor_demo.py ├── user_algo_storage_example.py └── user_algorithm_template.py ├── factor_miner ├── __init__.py ├── api │ ├── __init__.py │ ├── factor_api.py │ └── factor_mining_api.py ├── backtest.py ├── core │ ├── __init__.py │ ├── batch_downloader.py │ ├── data_downloader.py │ ├── data_gap_filler.py │ ├── data_health_checker.py │ ├── data_loader.py │ ├── data_processor.py │ ├── evaluation_io.py │ ├── factor_builder.py │ ├── factor_diff.py │ ├── factor_engine.py │ ├── factor_evaluator.py │ ├── factor_optimizer.py │ ├── factor_storage.py │ └── feature_pipeline.py ├── data.py ├── utils │ ├── __init__.py │ ├── helpers.py │ └── visualization.py └── visualization.py ├── factorlib ├── README.md ├── minactors │ ├── definitions │ │ ├── Hazel-technical_score.json │ │ ├── adaptive_ml_factor.json │ │ ├── ensemble_gradient_boosting.json │ │ ├── ensemble_lasso.json │ │ ├── ensemble_random_forest.json │ │ ├── ensemble_ridge.json │ │ ├── feature_selection_f_regression_mean.json │ │ ├── feature_selection_f_regression_weighted.json │ │ ├── feature_selection_mutual_info_mean.json │ │ ├── feature_selection_mutual_info_weighted.json │ │ ├── ml_gradient_boosting.json │ │ ├── ml_pca_component_1.json │ │ ├── ml_pca_component_2.json │ │ ├── ml_pca_component_3.json │ │ ├── ml_selected_feature_1.json │ │ ├── ml_selected_feature_2.json │ │ ├── ml_selected_feature_3.json │ │ ├── ml_selected_feature_4.json │ │ ├── ml_selected_feature_5.json │ │ ├── pca_component_1.json │ │ ├── pca_component_10.json │ │ ├── pca_component_2.json │ │ ├── pca_component_3.json │ │ ├── pca_component_4.json │ │ ├── pca_component_5.json │ │ ├── pca_component_6.json │ │ ├── pca_component_7.json │ │ ├── pca_component_8.json │ │ ├── pca_component_9.json │ │ ├── rolling_ml_factor.json │ │ ├── technical_mining_bb_position_10.json │ │ ├── technical_mining_bb_upper_10.json │ │ ├── technical_mining_bb_upper_20.json │ │ ├── technical_mining_bb_upper_5.json │ │ ├── technical_mining_bb_width_10.json │ │ ├── technical_mining_doji_5.json │ │ ├── technical_mining_long_lower_shadow_5.json │ │ ├── technical_mining_momentum_10.json │ │ ├── technical_mining_momentum_zscore_5.json │ │ ├── technical_mining_obv_10.json │ │ ├── technical_mining_price_position_10.json │ │ ├── technical_mining_price_position_20.json │ │ ├── technical_mining_relative_volatility_10.json │ │ ├── technical_mining_relative_volatility_5.json │ │ ├── technical_mining_resistance_level_10.json │ │ ├── technical_mining_resistance_level_20.json │ │ ├── technical_mining_rsi_20.json │ │ ├── technical_mining_stoch_d_10.json │ │ ├── technical_mining_support_distance_20.json │ │ ├── technical_mining_support_level_10.json │ │ ├── technical_mining_support_level_5.json │ │ ├── technical_mining_trend_strength_5.json │ │ ├── technical_mining_volatility_10.json │ │ ├── technical_mining_volatility_5.json │ │ ├── technical_mining_volatility_change_10.json │ │ ├── technical_mining_volatility_change_20.json │ │ ├── technical_mining_volatility_change_5.json │ │ ├── technical_mining_volume_ma_10.json │ │ ├── technical_mining_volume_ma_5.json │ │ ├── technical_mining_volume_momentum_10.json │ │ ├── technical_mining_volume_momentum_20.json │ │ ├── technical_mining_volume_ratio_20.json │ │ ├── technical_mining_volume_volatility_10.json │ │ ├── technical_mining_volume_volatility_5.json │ │ └── technical_mining_vpt_5.json │ ├── factorlib_health_report.json │ ├── mining_history │ │ ├── mining_results_4db531a9-2487-4fab-bb65-704061c05343.json │ │ ├── mining_results_6bb85d4f-2dbf-4234-bf57-07fe27663e27.json │ │ ├── mining_results_6e89e352-8acc-4b6c-a918-69118e4d9901.json │ │ ├── mining_results_8313d642-627e-4a27-b39c-036a545feb8d.json │ │ ├── mining_results_99de94be-a574-4b5a-af4b-ddeb53ad2455.json │ │ ├── mining_results_9e7a819f-249e-4f1a-a90b-7b1dabcf06db.json │ │ ├── mining_results_d260f19f-4291-455e-81a0-e7d664bac1bf.json │ │ ├── mining_results_e7cee9d0-9ea7-4a09-84ee-78704052d6ed.json │ │ └── mining_sessions.json │ └── models │ │ ├── adaptive_ml_factor.pkl │ │ ├── ensemble_gradient_boosting.pkl │ │ ├── ensemble_lasso.pkl │ │ ├── ensemble_random_forest.pkl │ │ ├── ensemble_ridge.pkl │ │ ├── feature_selection_f_regression_mean.pkl │ │ ├── feature_selection_f_regression_weighted.pkl │ │ ├── feature_selection_mutual_info_mean.pkl │ │ ├── feature_selection_mutual_info_weighted.pkl │ │ ├── pca_component_1.pkl │ │ ├── pca_component_10.pkl │ │ ├── pca_component_2.pkl │ │ ├── pca_component_3.pkl │ │ ├── pca_component_4.pkl │ │ ├── pca_component_5.pkl │ │ ├── pca_component_6.pkl │ │ ├── pca_component_7.pkl │ │ ├── pca_component_8.pkl │ │ ├── pca_component_9.pkl │ │ └── rolling_ml_factor.pkl └── technicals │ ├── definitions │ ├── Hazel-long_price_change_20.json │ ├── Hazel-market_sentiment_10.json │ ├── Hazel-medium_price_change_10.json │ ├── Hazel-momentum_strength.json │ ├── Hazel-price_acceleration.json │ ├── Hazel-price_breakdown_20.json │ ├── Hazel-price_breakout_20.json │ ├── Hazel-price_momentum_5.json │ ├── Hazel-price_position_20.json │ ├── Hazel-price_reversal.json │ ├── Hazel-raw_close.json │ ├── Hazel-raw_high.json │ ├── Hazel-raw_low.json │ ├── Hazel-raw_open.json │ ├── Hazel-raw_volume.json │ ├── Hazel-short_price_change_1.json │ ├── Hazel-support_resistance_20.json │ ├── Hazel-trend_consistency_3.json │ ├── Hazel-trend_strength_10.json │ ├── Hazel-volatility_10.json │ ├── Hazel-volatility_change.json │ ├── Hazel-volume_acceleration.json │ ├── Hazel-volume_breakout_20.json │ ├── Hazel-volume_momentum_5.json │ ├── Hazel-volume_price_divergence.json │ ├── Hazel-volume_price_ratio.json │ ├── accumulation_distribution.json │ ├── active_addresses.json │ ├── adaptive_rsi.json │ ├── adx.json │ ├── adx_20.json │ ├── adx_50.json │ ├── aroon_down.json │ ├── aroon_oscillator.json │ ├── aroon_up.json │ ├── atr.json │ ├── atr_14.json │ ├── atr_21.json │ ├── atr_ratio_14.json │ ├── atr_ratio_21.json │ ├── awesome_oscillator.json │ ├── balance_of_power.json │ ├── bb_bandwidth_v3.json │ ├── bb_lower.json │ ├── bb_middle.json │ ├── bb_percent.json │ ├── bb_position.json │ ├── bb_upper.json │ ├── bb_width.json │ ├── breakout_strength.json │ ├── cci.json │ ├── chaikin_money_flow.json │ ├── chaikin_oscillator.json │ ├── chande_momentum.json │ ├── coppock_curve.json │ ├── correlation.json │ ├── custom_momentum.json │ ├── cv_10.json │ ├── cv_100.json │ ├── cv_20.json │ ├── cv_200.json │ ├── cv_5.json │ ├── cv_50.json │ ├── dema.json │ ├── di_minus_20.json │ ├── di_minus_50.json │ ├── di_plus_20.json │ ├── di_plus_50.json │ ├── doji.json │ ├── donchian_lower.json │ ├── donchian_middle.json │ ├── donchian_upper.json │ ├── dpo.json │ ├── ease_of_movement.json │ ├── elder_ray_bear.json │ ├── elder_ray_bull.json │ ├── ema.json │ ├── engulfing_bearish.json │ ├── engulfing_bullish.json │ ├── evening_star.json │ ├── fear_greed_index.json │ ├── force_index.json │ ├── fractal_down.json │ ├── fractal_up.json │ ├── funding_rate_ma.json │ ├── gap_down.json │ ├── gap_fill.json │ ├── gap_up.json │ ├── guppy_mma.json │ ├── hammer.json │ ├── hanging_man.json │ ├── heikin_ashi_close.json │ ├── ichimoku_chikou.json │ ├── ichimoku_kijun.json │ ├── ichimoku_senkou_a.json │ ├── ichimoku_senkou_b.json │ ├── ichimoku_tenkan.json │ ├── kama.json │ ├── keltner_lower.json │ ├── keltner_upper.json │ ├── klinger_oscillator.json │ ├── kst.json │ ├── kurtosis_10.json │ ├── kurtosis_100.json │ ├── kurtosis_20.json │ ├── kurtosis_200.json │ ├── kurtosis_5.json │ ├── kurtosis_50.json │ ├── linear_regression.json │ ├── liquidation_level.json │ ├── long_short_ratio.json │ ├── ma_cross_10_20.json │ ├── ma_cross_10_50.json │ ├── ma_cross_20_50.json │ ├── ma_cross_5_10.json │ ├── ma_cross_5_20.json │ ├── ma_cross_5_50.json │ ├── ma_distance_10_20.json │ ├── ma_distance_10_50.json │ ├── ma_distance_20_50.json │ ├── ma_distance_5_10.json │ ├── ma_distance_5_20.json │ ├── ma_distance_5_50.json │ ├── macd.json │ ├── macd_cross.json │ ├── macd_diff.json │ ├── macd_histogram.json │ ├── macd_signal.json │ ├── market_structure.json │ ├── mayer_multiple.json │ ├── mfi.json │ ├── momentum.json │ ├── momentum_10.json │ ├── momentum_20.json │ ├── momentum_5.json │ ├── momentum_50.json │ ├── momentum_v2.json │ ├── morning_star.json │ ├── multi_timeframe_trend.json │ ├── network_value.json │ ├── obv.json │ ├── obv_change.json │ ├── obv_ma.json │ ├── open_interest_ratio.json │ ├── parabolic_sar.json │ ├── percentile_rank.json │ ├── perpetual_premium.json │ ├── ppo.json │ ├── price_autocorr_100.json │ ├── price_autocorr_20.json │ ├── price_autocorr_50.json │ ├── price_deviation_100.json │ ├── price_deviation_20.json │ ├── price_deviation_50.json │ ├── price_momentum_100.json │ ├── price_momentum_20.json │ ├── price_momentum_50.json │ ├── price_position_100.json │ ├── price_position_20.json │ ├── price_position_50.json │ ├── price_range.json │ ├── price_rank_20.json │ ├── price_rank_50.json │ ├── price_reversal_100.json │ ├── price_reversal_20.json │ ├── price_reversal_50.json │ ├── price_volume_corr_100.json │ ├── price_volume_corr_20.json │ ├── price_volume_corr_50.json │ ├── price_zscore_20.json │ ├── price_zscore_50.json │ ├── q25_10.json │ ├── q25_100.json │ ├── q25_20.json │ ├── q25_200.json │ ├── q25_5.json │ ├── q25_50.json │ ├── q75_10.json │ ├── q75_100.json │ ├── q75_20.json │ ├── q75_200.json │ ├── q75_5.json │ ├── q75_50.json │ ├── q90_10.json │ ├── q90_100.json │ ├── q90_20.json │ ├── q90_200.json │ ├── q90_5.json │ ├── q90_50.json │ ├── resistance_distance.json │ ├── resistance_level.json │ ├── returns_kurt_100.json │ ├── returns_kurt_20.json │ ├── returns_kurt_50.json │ ├── returns_momentum_10.json │ ├── returns_momentum_20.json │ ├── returns_momentum_5.json │ ├── returns_momentum_50.json │ ├── returns_skew_100.json │ ├── returns_skew_20.json │ ├── returns_skew_50.json │ ├── returns_zscore_20.json │ ├── returns_zscore_50.json │ ├── rmi.json │ ├── roc.json │ ├── rolling_mean_10.json │ ├── rolling_mean_100.json │ ├── rolling_mean_20.json │ ├── rolling_mean_200.json │ ├── rolling_mean_5.json │ ├── rolling_mean_50.json │ ├── rolling_std_10.json │ ├── rolling_std_100.json │ ├── rolling_std_20.json │ ├── rolling_std_200.json │ ├── rolling_std_5.json │ ├── rolling_std_50.json │ ├── rs_10.json │ ├── rs_20.json │ ├── rs_5.json │ ├── rs_50.json │ ├── rsi.json │ ├── rsi_14.json │ ├── rsi_21.json │ ├── rsi_overbought_14.json │ ├── rsi_overbought_21.json │ ├── rsi_oversold_14.json │ ├── rsi_oversold_21.json │ ├── rsi_v2.json │ ├── rvi.json │ ├── schaff_trend_cycle.json │ ├── shooting_star.json │ ├── skewness_10.json │ ├── skewness_100.json │ ├── skewness_20.json │ ├── skewness_200.json │ ├── skewness_5.json │ ├── skewness_50.json │ ├── sma.json │ ├── social_sentiment.json │ ├── stoch_d.json │ ├── stoch_k.json │ ├── stoch_overbought.json │ ├── stoch_oversold.json │ ├── stoch_rsi.json │ ├── supertrend.json │ ├── supertrend_direction.json │ ├── support_distance.json │ ├── support_level.json │ ├── tema.json │ ├── trend_consistency_20.json │ ├── trend_consistency_50.json │ ├── triangle_pattern.json │ ├── trix.json │ ├── tsi.json │ ├── ulcer_index.json │ ├── ultimate_oscillator.json │ ├── vol_change_10.json │ ├── vol_change_20.json │ ├── vol_change_5.json │ ├── vol_change_50.json │ ├── vol_price_corr_20.json │ ├── vol_price_corr_50.json │ ├── vol_ratio_10_5.json │ ├── vol_ratio_20_5.json │ ├── vol_ratio_50_5.json │ ├── volatility_10.json │ ├── volatility_20.json │ ├── volatility_5.json │ ├── volatility_50.json │ ├── volatility_adjusted_return.json │ ├── volatility_change_10.json │ ├── volatility_change_20.json │ ├── volatility_change_5.json │ ├── volatility_change_50.json │ ├── volatility_ratio_10.json │ ├── volatility_ratio_20.json │ ├── volatility_ratio_50.json │ ├── volatility_state_10.json │ ├── volatility_state_20.json │ ├── volatility_state_5.json │ ├── volatility_state_50.json │ ├── volume_autocorr_100.json │ ├── volume_autocorr_20.json │ ├── volume_autocorr_50.json │ ├── volume_ma_20.json │ ├── volume_ma_50.json │ ├── volume_rank_20.json │ ├── volume_rank_50.json │ ├── volume_ratio.json │ ├── volume_ratio_20.json │ ├── volume_ratio_50.json │ ├── volume_sma.json │ ├── vortex_oscillator.json │ ├── vwap.json │ ├── vwap_distance.json │ ├── whale_activity.json │ ├── williams_r.json │ ├── wma.json │ ├── z_score.json │ ├── zscore_10.json │ ├── zscore_100.json │ ├── zscore_20.json │ ├── zscore_200.json │ ├── zscore_5.json │ └── zscore_50.json │ ├── evaluations │ ├── Hazel-long_price_change_20_evaluation.json │ ├── Hazel-market_sentiment_10_evaluation.json │ ├── Hazel-medium_price_change_10_evaluation.json │ ├── Hazel-momentum_strength_evaluation.json │ ├── Hazel-price_acceleration_evaluation.json │ ├── Hazel-price_breakdown_20_evaluation.json │ ├── Hazel-price_breakout_20_evaluation.json │ ├── Hazel-price_momentum_5_evaluation.json │ ├── Hazel-price_position_20_evaluation.json │ ├── Hazel-price_reversal_evaluation.json │ ├── Hazel-raw_close_evaluation.json │ ├── Hazel-raw_high_evaluation.json │ ├── Hazel-raw_low_evaluation.json │ ├── Hazel-raw_open_evaluation.json │ ├── Hazel-raw_volume_evaluation.json │ ├── Hazel-short_price_change_1_evaluation.json │ ├── Hazel-support_resistance_20_evaluation.json │ ├── Hazel-technical_score_evaluation.json │ ├── Hazel-trend_consistency_3_evaluation.json │ ├── Hazel-trend_strength_10_evaluation.json │ ├── Hazel-volatility_10_evaluation.json │ ├── Hazel-volatility_change_evaluation.json │ ├── Hazel-volume_acceleration_evaluation.json │ ├── Hazel-volume_breakout_20_evaluation.json │ ├── Hazel-volume_momentum_5_evaluation.json │ ├── Hazel-volume_price_divergence_evaluation.json │ ├── Hazel-volume_price_ratio_evaluation.json │ ├── accumulation_distribution_evaluation.json │ ├── adaptive_ml_factor_evaluation.json │ ├── adaptive_rsi_evaluation.json │ ├── adx_20_evaluation.json │ ├── adx_50_evaluation.json │ ├── adx_evaluation.json │ ├── aroon_down_evaluation.json │ ├── aroon_oscillator_evaluation.json │ ├── aroon_up_evaluation.json │ ├── atr_14_evaluation.json │ ├── atr_21_evaluation.json │ ├── atr_evaluation.json │ ├── atr_ratio_14_evaluation.json │ ├── atr_ratio_21_evaluation.json │ ├── awesome_oscillator_evaluation.json │ ├── balance_of_power_evaluation.json │ ├── bb_bandwidth_v3_evaluation.json │ ├── bb_lower_evaluation.json │ ├── bb_percent_evaluation.json │ ├── bb_position_evaluation.json │ ├── bb_upper_evaluation.json │ ├── bb_width_evaluation.json │ ├── breakout_strength_evaluation.json │ ├── cci_evaluation.json │ ├── chaikin_money_flow_evaluation.json │ ├── chaikin_oscillator_evaluation.json │ ├── chande_momentum_evaluation.json │ ├── coppock_curve_evaluation.json │ ├── correlation_evaluation.json │ ├── custom_momentum_evaluation.json │ ├── cv_100_evaluation.json │ ├── cv_10_evaluation.json │ ├── cv_200_evaluation.json │ ├── cv_20_evaluation.json │ ├── cv_50_evaluation.json │ ├── cv_5_evaluation.json │ ├── dema_evaluation.json │ ├── di_plus_20_evaluation.json │ ├── di_plus_50_evaluation.json │ ├── doji_evaluation.json │ ├── donchian_lower_evaluation.json │ ├── donchian_middle_evaluation.json │ ├── donchian_upper_evaluation.json │ ├── dpo_evaluation.json │ ├── ease_of_movement_evaluation.json │ ├── elder_ray_bear_evaluation.json │ ├── elder_ray_bull_evaluation.json │ ├── ema_evaluation.json │ ├── engulfing_bearish_evaluation.json │ ├── engulfing_bullish_evaluation.json │ ├── ensemble_lasso_evaluation.json │ ├── ensemble_random_forest_evaluation.json │ ├── evening_star_evaluation.json │ ├── force_index_evaluation.json │ ├── fractal_down_evaluation.json │ ├── fractal_up_evaluation.json │ ├── gap_down_evaluation.json │ ├── gap_fill_evaluation.json │ ├── gap_up_evaluation.json │ ├── guppy_mma_evaluation.json │ ├── hammer_evaluation.json │ ├── hanging_man_evaluation.json │ ├── heikin_ashi_close_evaluation.json │ ├── ichimoku_chikou_evaluation.json │ ├── ichimoku_kijun_evaluation.json │ ├── ichimoku_senkou_a_evaluation.json │ ├── ichimoku_senkou_b_evaluation.json │ ├── ichimoku_tenkan_evaluation.json │ ├── kama_evaluation.json │ ├── keltner_lower_evaluation.json │ ├── keltner_upper_evaluation.json │ ├── klinger_oscillator_evaluation.json │ ├── kst_evaluation.json │ ├── kurtosis_100_evaluation.json │ ├── kurtosis_10_evaluation.json │ ├── kurtosis_200_evaluation.json │ ├── kurtosis_20_evaluation.json │ ├── kurtosis_50_evaluation.json │ ├── kurtosis_5_evaluation.json │ ├── linear_regression_evaluation.json │ ├── ma_cross_10_20_evaluation.json │ ├── ma_cross_10_50_evaluation.json │ ├── ma_cross_20_50_evaluation.json │ ├── ma_cross_5_10_evaluation.json │ ├── ma_cross_5_20_evaluation.json │ ├── ma_cross_5_50_evaluation.json │ ├── ma_distance_10_20_evaluation.json │ ├── ma_distance_10_50_evaluation.json │ ├── ma_distance_20_50_evaluation.json │ ├── ma_distance_5_10_evaluation.json │ ├── ma_distance_5_20_evaluation.json │ ├── ma_distance_5_50_evaluation.json │ ├── macd_cross_evaluation.json │ ├── macd_diff_evaluation.json │ ├── macd_evaluation.json │ ├── macd_histogram_evaluation.json │ ├── macd_signal_evaluation.json │ ├── market_structure_evaluation.json │ ├── mayer_multiple_evaluation.json │ ├── mfi_evaluation.json │ ├── momentum_10_evaluation.json │ ├── momentum_20_evaluation.json │ ├── momentum_50_evaluation.json │ ├── momentum_5_evaluation.json │ ├── momentum_evaluation.json │ ├── momentum_v2_evaluation.json │ ├── morning_star_evaluation.json │ ├── multi_timeframe_trend_evaluation.json │ ├── obv_change_evaluation.json │ ├── parabolic_sar_evaluation.json │ ├── pca_component_1_evaluation.json │ ├── pca_component_2_evaluation.json │ ├── pca_component_3_evaluation.json │ ├── pca_component_4_evaluation.json │ ├── pca_component_5_evaluation.json │ ├── pca_component_8_evaluation.json │ ├── percentile_rank_evaluation.json │ ├── ppo_evaluation.json │ ├── price_autocorr_100_evaluation.json │ ├── price_autocorr_20_evaluation.json │ ├── price_autocorr_50_evaluation.json │ ├── price_deviation_100_evaluation.json │ ├── price_deviation_20_evaluation.json │ ├── price_deviation_50_evaluation.json │ ├── price_momentum_100_evaluation.json │ ├── price_momentum_20_evaluation.json │ ├── price_momentum_50_evaluation.json │ ├── price_position_100_evaluation.json │ ├── price_position_20_evaluation.json │ ├── price_position_50_evaluation.json │ ├── price_range_evaluation.json │ ├── price_rank_20_evaluation.json │ ├── price_rank_50_evaluation.json │ ├── price_volume_corr_100_evaluation.json │ ├── price_volume_corr_20_evaluation.json │ ├── price_volume_corr_50_evaluation.json │ ├── price_zscore_20_evaluation.json │ ├── price_zscore_50_evaluation.json │ ├── q25_20_evaluation.json │ ├── q25_50_evaluation.json │ ├── q75_20_evaluation.json │ ├── q75_50_evaluation.json │ ├── resistance_level_evaluation.json │ ├── returns_kurt_100_evaluation.json │ ├── returns_kurt_20_evaluation.json │ ├── returns_kurt_50_evaluation.json │ ├── returns_momentum_10_evaluation.json │ ├── returns_momentum_20_evaluation.json │ ├── returns_momentum_50_evaluation.json │ ├── returns_momentum_5_evaluation.json │ ├── returns_skew_100_evaluation.json │ ├── returns_skew_20_evaluation.json │ ├── returns_skew_50_evaluation.json │ ├── returns_zscore_20_evaluation.json │ ├── returns_zscore_50_evaluation.json │ ├── rmi_evaluation.json │ ├── roc_evaluation.json │ ├── rolling_ml_factor_evaluation.json │ ├── rolling_std_100_evaluation.json │ ├── rolling_std_10_evaluation.json │ ├── rolling_std_200_evaluation.json │ ├── rolling_std_20_evaluation.json │ ├── rolling_std_50_evaluation.json │ ├── rolling_std_5_evaluation.json │ ├── rs_20_evaluation.json │ ├── rs_50_evaluation.json │ ├── rsi_14_evaluation.json │ ├── rsi_21_evaluation.json │ ├── rsi_evaluation.json │ ├── rsi_overbought_14_evaluation.json │ ├── rsi_overbought_21_evaluation.json │ ├── rsi_oversold_14_evaluation.json │ ├── rsi_oversold_21_evaluation.json │ ├── rsi_v2_evaluation.json │ ├── rvi_evaluation.json │ ├── schaff_trend_cycle_evaluation.json │ ├── shooting_star_evaluation.json │ ├── skewness_100_evaluation.json │ ├── skewness_10_evaluation.json │ ├── skewness_200_evaluation.json │ ├── skewness_20_evaluation.json │ ├── skewness_50_evaluation.json │ ├── skewness_5_evaluation.json │ ├── sma_evaluation.json │ ├── stoch_d_evaluation.json │ ├── stoch_k_evaluation.json │ ├── stoch_overbought_evaluation.json │ ├── stoch_oversold_evaluation.json │ ├── stoch_rsi_evaluation.json │ ├── support_distance_evaluation.json │ ├── support_level_evaluation.json │ ├── tema_evaluation.json │ ├── trend_consistency_20_evaluation.json │ ├── trend_consistency_50_evaluation.json │ ├── triangle_pattern_evaluation.json │ ├── trix_evaluation.json │ ├── tsi_evaluation.json │ ├── ulcer_index_evaluation.json │ ├── ultimate_oscillator_evaluation.json │ ├── vol_change_10_evaluation.json │ ├── vol_change_20_evaluation.json │ ├── vol_change_50_evaluation.json │ ├── vol_price_corr_20_evaluation.json │ ├── vol_price_corr_50_evaluation.json │ ├── volatility_10_evaluation.json │ ├── volatility_20_evaluation.json │ ├── volatility_50_evaluation.json │ ├── volatility_5_evaluation.json │ ├── volatility_adjusted_return_evaluation.json │ ├── volatility_change_10_evaluation.json │ ├── volatility_change_20_evaluation.json │ ├── volatility_change_50_evaluation.json │ ├── volatility_ratio_10_evaluation.json │ ├── volatility_ratio_20_evaluation.json │ ├── volatility_ratio_50_evaluation.json │ ├── volatility_state_10_evaluation.json │ ├── volatility_state_20_evaluation.json │ ├── volatility_state_50_evaluation.json │ ├── volatility_state_5_evaluation.json │ ├── volume_autocorr_100_evaluation.json │ ├── volume_autocorr_20_evaluation.json │ ├── volume_autocorr_50_evaluation.json │ ├── volume_ma_20_evaluation.json │ ├── volume_ma_50_evaluation.json │ ├── volume_rank_20_evaluation.json │ ├── volume_rank_50_evaluation.json │ ├── volume_ratio_20_evaluation.json │ ├── volume_ratio_50_evaluation.json │ ├── volume_ratio_evaluation.json │ ├── volume_sma_evaluation.json │ ├── vortex_oscillator_evaluation.json │ ├── vwap_distance_evaluation.json │ ├── williams_r_evaluation.json │ ├── wma_evaluation.json │ ├── z_score_evaluation.json │ ├── zscore_100_evaluation.json │ ├── zscore_10_evaluation.json │ ├── zscore_200_evaluation.json │ ├── zscore_20_evaluation.json │ ├── zscore_50_evaluation.json │ └── zscore_5_evaluation.json │ └── functions │ ├── Hazel-long_price_change_20.py │ ├── Hazel-market_sentiment_10.py │ ├── Hazel-medium_price_change_10.py │ ├── Hazel-momentum_strength.py │ ├── Hazel-price_acceleration.py │ ├── Hazel-price_breakdown_20.py │ ├── Hazel-price_breakout_20.py │ ├── Hazel-price_momentum_5.py │ ├── Hazel-price_position_20.py │ ├── Hazel-price_reversal.py │ ├── Hazel-raw_close.py │ ├── Hazel-raw_high.py │ ├── Hazel-raw_low.py │ ├── Hazel-raw_open.py │ ├── Hazel-raw_volume.py │ ├── Hazel-short_price_change_1.py │ ├── Hazel-support_resistance_20.py │ ├── Hazel-technical_score.py │ ├── Hazel-trend_consistency_3.py │ ├── Hazel-trend_strength_10.py │ ├── Hazel-volatility_10.py │ ├── Hazel-volatility_change.py │ ├── Hazel-volume_acceleration.py │ ├── Hazel-volume_breakout_20.py │ ├── Hazel-volume_momentum_5.py │ ├── Hazel-volume_price_divergence.py │ ├── Hazel-volume_price_ratio.py │ ├── accumulation_distribution.py │ ├── active_addresses.py │ ├── adaptive_ml_factor.py │ ├── adaptive_rsi.py │ ├── adx.py │ ├── aroon_down.py │ ├── aroon_oscillator.py │ ├── aroon_up.py │ ├── atr.py │ ├── awesome_oscillator.py │ ├── balance_of_power.py │ ├── bb_bandwidth_v3.py │ ├── bb_lower.py │ ├── bb_percent.py │ ├── bb_upper.py │ ├── bb_width.py │ ├── breakout_strength.py │ ├── cci.py │ ├── chaikin_money_flow.py │ ├── chaikin_oscillator.py │ ├── chande_momentum.py │ ├── coppock_curve.py │ ├── correlation.py │ ├── custom_momentum.py │ ├── dema.py │ ├── doji.py │ ├── donchian_lower.py │ ├── donchian_middle.py │ ├── donchian_upper.py │ ├── dpo.py │ ├── ease_of_movement.py │ ├── elder_ray_bear.py │ ├── elder_ray_bull.py │ ├── ema.py │ ├── engulfing_bearish.py │ ├── engulfing_bullish.py │ ├── ensemble_gradient_boosting.py │ ├── ensemble_lasso.py │ ├── ensemble_random_forest.py │ ├── ensemble_ridge.py │ ├── evening_star.py │ ├── fear_greed_index.py │ ├── feature_selection_f_regression_mean.py │ ├── feature_selection_f_regression_weighted.py │ ├── feature_selection_mutual_info_mean.py │ ├── feature_selection_mutual_info_weighted.py │ ├── force_index.py │ ├── fractal_down.py │ ├── fractal_up.py │ ├── funding_rate_ma.py │ ├── gap_down.py │ ├── gap_fill.py │ ├── gap_up.py │ ├── guppy_mma.py │ ├── hammer.py │ ├── hanging_man.py │ ├── heikin_ashi_close.py │ ├── ichimoku_chikou.py │ ├── ichimoku_kijun.py │ ├── ichimoku_senkou_a.py │ ├── ichimoku_senkou_b.py │ ├── ichimoku_tenkan.py │ ├── kama.py │ ├── keltner_lower.py │ ├── keltner_upper.py │ ├── klinger_oscillator.py │ ├── kst.py │ ├── linear_regression.py │ ├── liquidation_level.py │ ├── long_short_ratio.py │ ├── macd.py │ ├── macd_histogram.py │ ├── macd_signal.py │ ├── macd_v3.py │ ├── market_structure.py │ ├── mayer_multiple.py │ ├── mfi.py │ ├── ml_gradient_boosting.py │ ├── ml_pca_component_1.py │ ├── ml_pca_component_2.py │ ├── ml_pca_component_3.py │ ├── ml_selected_feature_1.py │ ├── ml_selected_feature_2.py │ ├── ml_selected_feature_3.py │ ├── ml_selected_feature_4.py │ ├── ml_selected_feature_5.py │ ├── morning_star.py │ ├── multi_timeframe_trend.py │ ├── network_value.py │ ├── obv.py │ ├── open_interest_ratio.py │ ├── parabolic_sar.py │ ├── pca_component_1.py │ ├── pca_component_10.py │ ├── pca_component_2.py │ ├── pca_component_3.py │ ├── pca_component_4.py │ ├── pca_component_5.py │ ├── pca_component_6.py │ ├── pca_component_7.py │ ├── pca_component_8.py │ ├── pca_component_9.py │ ├── percentile_rank.py │ ├── perpetual_premium.py │ ├── ppo.py │ ├── resistance_level.py │ ├── rmi.py │ ├── roc.py │ ├── rolling_ml_factor.py │ ├── rsi.py │ ├── rvi.py │ ├── schaff_trend_cycle.py │ ├── shooting_star.py │ ├── social_sentiment.py │ ├── stoch_d.py │ ├── stoch_k.py │ ├── stoch_rsi.py │ ├── supertrend.py │ ├── supertrend_direction.py │ ├── support_level.py │ ├── tema.py │ ├── triangle_pattern.py │ ├── trix.py │ ├── tsi.py │ ├── ulcer_index.py │ ├── ultimate_oscillator.py │ ├── volatility_adjusted_return.py │ ├── volume_ratio.py │ ├── volume_sma.py │ ├── vortex_oscillator.py │ ├── vwap.py │ ├── whale_activity.py │ ├── williams_r.py │ ├── wma.py │ └── z_score.py ├── mcp_server ├── __init__.py ├── mining_server.py └── test_mcp_client.py ├── requirements.txt ├── run_webui.py ├── scripts ├── README.md ├── __init__.py ├── clean_factor_names.py ├── factor_analysis_tool.py ├── factorlib_health_check.py ├── register_hazel_factors.py ├── repair_empty_evaluations.py └── validate_algorithm.py ├── user_algo ├── README.md ├── __init__.py ├── advanced_mining.py ├── ml_mining.py ├── ml_momentum_factor.py ├── statistical_mining.py └── technical_mining.py └── webui ├── __init__.py ├── app.py ├── routes ├── __init__.py ├── api.py ├── data_api.py ├── factors.py ├── main.py ├── mining_api.py ├── mining_api_broken.py └── mining_api_fixed.py ├── service └── __init__.py ├── static ├── css │ ├── factor_mining.css │ └── style.css └── js │ ├── factor_mining.js │ ├── main.js │ └── progress_monitor.js ├── templates ├── about.html ├── base.html ├── data_management.html ├── data_viewer.html ├── factor_evaluation.html ├── factor_library.html ├── factor_mining.html └── 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