name,status,functions,classes
afml.cache,pass,14,2
afml.cache.backtest_cache,pass,2,3
afml.cache.cache_monitoring,pass,6,3
afml.cache.cv_cache,pass,12,0
afml.cache.data_access_tracker,pass,4,1
afml.cache.mlflow_integration,pass,3,1
afml.cache.mql5_backtest_bridge,pass,1,5
afml.cache.mql5_bridge,pass,1,4
afml.cache.robust_cache_keys,pass,9,2
afml.cache.selective_cleaner,pass,12,1
afml.cache.startup_script,pass,9,0
afml.cache.unified_cache_system,pass,14,2
afml.cross_validation,pass,0,0
afml.cross_validation.anchored_walkforward,pass,1,0
afml.cross_validation.combinatorial,pass,7,2
afml.cross_validation.cpcv_usage,pass,2,0
afml.cross_validation.cross_validation,pass,3,3
afml.cross_validation.hyper_fit,pass,3,0
afml.cross_validation.hyper_fit_analysis,pass,7,0
afml.cross_validation.optuna_hyper_fit,pass,7,2
afml.cross_validation.pbo,pass,1,0
afml.cross_validation.scoring,pass,1,0
afml.cross_validation.trial_tracker,pass,0,1
afml.data_structures,pass,0,0
afml.data_structures.bars,pass,4,0
afml.datasets,pass,0,0
afml.datasets.load_datasets,pass,3,0
afml.features,pass,0,0
afml.features.advanced_features,pass,1,0
afml.features.fracdiff,pass,6,0
afml.features.fractals,pass,7,0
afml.features.meta_labeling_features,pass,3,0
afml.features.moving_averages,pass,2,0
afml.features.returns,pass,4,0
afml.features.stationary,pass,1,0
afml.features.trading_session,pass,3,0
afml.features.volatility_regime,pass,4,0
afml.filters,pass,0,0
afml.filters.filters,pass,2,0
afml.labeling,pass,0,0
afml.labeling.fixed_time_horizon,pass,1,0
afml.labeling.trend_scanning,pass,4,0
afml.labeling.triple_barrier,pass,7,0
afml.mt5,pass,0,0
afml.mt5.clean_data,pass,2,0
afml.mt5.load_data,pass,8,0
afml.mt5.tick_data_loader,pass,0,1
afml.numba_warmup,pass,5,0
afml.production,pass,1,0
afml.production.dual_model_development,pass,2,1
afml.production.model_development,pass,17,7
afml.production.model_development_optuna,pass,1,1
afml.production.model_export,pass,4,0
afml.production.optimization_framework,pass,1,2
afml.production.parameter_grid_search,pass,0,2
afml.production.utils,pass,0,2
afml.sample_weights,pass,0,0
afml.sample_weights.attribution,pass,3,0
afml.sample_weights.optimized_attribution,pass,3,0
afml.sampling,pass,0,0
afml.sampling.bootstrapping,pass,5,0
afml.sampling.concurrent,pass,4,0
afml.sampling.optimized_concurrent,pass,3,0
afml.strategies,pass,0,0
afml.strategies.bollinger_features,pass,3,0
afml.strategies.genetic_optimizer,pass,6,5
afml.strategies.ma_crossover_feature_engine,pass,0,1
afml.strategies.ma_whipsaw_ratio,pass,2,0
afml.strategies.signal_processing,pass,1,0
afml.strategies.strategy_optimizer,pass,2,6
afml.strategies.trading_strategies,pass,0,3
afml.strategies.trend_scanning_optimizer,pass,0,1
afml.strategies.trend_scanning_optimizer_1,pass,0,1
afml.util,pass,0,0
afml.util.constants,pass,0,0
afml.util.fix_mlfinlab_imports,pass,1,0
afml.util.misc,pass,20,1
afml.util.multiprocess,pass,7,0
afml.util.pipelines,pass,2,1
afml.util.test,pass,0,0
afml.util.volatility,pass,6,0