All modules for which code is available

• macrosynergy.download.dataquery
• macrosynergy.download.dataquery_file_api
• macrosynergy.download.exceptions
• macrosynergy.download.external_data_transformer
• macrosynergy.download.extra
• macrosynergy.download.fusion_interface
• macrosynergy.download.jpm_oauth
• macrosynergy.download.jpmaqs
• macrosynergy.download.transaction_costs
• macrosynergy.learning.cv_tools
• macrosynergy.learning.forecasting.bootstrap.base_modified_regressor
• macrosynergy.learning.forecasting.bootstrap.bootstrap
• macrosynergy.learning.forecasting.ensemble.voting
• macrosynergy.learning.forecasting.factor_models.pls
• macrosynergy.learning.forecasting.linear_model.global_local
• macrosynergy.learning.forecasting.linear_model.lad_regressors.lad_regressor
• macrosynergy.learning.forecasting.linear_model.lad_regressors.weighted_lad_regressors
• macrosynergy.learning.forecasting.linear_model.ls_regressors.modified_ls_regressors
• macrosynergy.learning.forecasting.linear_model.ls_regressors.weighted_ls_regressors
• macrosynergy.learning.forecasting.linear_model.sur
• macrosynergy.learning.forecasting.meta_estimators.country_by_country_regressions
• macrosynergy.learning.forecasting.meta_estimators.dataframe_transformer
• macrosynergy.learning.forecasting.meta_estimators.feature_importances
• macrosynergy.learning.forecasting.meta_estimators.probability
• macrosynergy.learning.forecasting.meta_estimators.weighted_predictors
• macrosynergy.learning.forecasting.model_systems.base_regression_system
• macrosynergy.learning.forecasting.model_systems.regressor_systems
• macrosynergy.learning.forecasting.naive_predictors
• macrosynergy.learning.forecasting.neighbors.nearest_neighbors
• macrosynergy.learning.forecasting.nn.mlp
• macrosynergy.learning.forecasting.torch.losses.mcr_loss
• macrosynergy.learning.forecasting.torch.losses.sharpe_loss
• macrosynergy.learning.forecasting.torch.models.mlps
• macrosynergy.learning.forecasting.torch.samplers.timeseries_sampler
• macrosynergy.learning.forecasting.weighted_regressors
• macrosynergy.learning.model_evaluation.metrics.metrics
• macrosynergy.learning.model_evaluation.scorers.scorers
• macrosynergy.learning.preprocessing.imputers.imputers
• macrosynergy.learning.preprocessing.panel_selectors.base_panel_selector
• macrosynergy.learning.preprocessing.panel_selectors.panel_selectors
• macrosynergy.learning.preprocessing.scalers.base_panel_scaler
• macrosynergy.learning.preprocessing.scalers.scalers
• macrosynergy.learning.preprocessing.transformers.transformers
• macrosynergy.learning.random_effects
• macrosynergy.learning.sequential.base_panel_learner
• macrosynergy.learning.sequential.beta_estimator
• macrosynergy.learning.sequential.return_forecaster
• macrosynergy.learning.sequential.signal_optimizer
• macrosynergy.learning.splitters.base_splitters
• macrosynergy.learning.splitters.kfold_splitters
• macrosynergy.learning.splitters.walk_forward_splitters
• macrosynergy.management.decorators
• macrosynergy.management.simulate.simulate_quantamental_data
• macrosynergy.management.simulate.simulate_vintage_data
• macrosynergy.management.types.generic
• macrosynergy.management.types.qdf.base
• macrosynergy.management.types.qdf.classes
• macrosynergy.management.types.qdf.methods
• macrosynergy.management.utils.check_availability
• macrosynergy.management.utils.core
• macrosynergy.management.utils.df_utils
• macrosynergy.management.utils.math
• macrosynergy.management.utils.sparse
• macrosynergy.management.validation
• macrosynergy.panel.adjust_weights
• macrosynergy.panel.basket
• macrosynergy.panel.category_relations
• macrosynergy.panel.converge_row
• macrosynergy.panel.cross_asset_effects
• macrosynergy.panel.extend_history
• macrosynergy.panel.granger_causality_test
• macrosynergy.panel.historic_vol
• macrosynergy.panel.imputers
• macrosynergy.panel.lincomb_adjust
• macrosynergy.panel.linear_composite
• macrosynergy.panel.make_blacklist
• macrosynergy.panel.make_relative_category
• macrosynergy.panel.make_relative_value
• macrosynergy.panel.make_zn_scores
• macrosynergy.panel.panel_calculator
• macrosynergy.panel.panel_imputer
• macrosynergy.panel.return_beta
• macrosynergy.panel.view_correlations
• macrosynergy.panel.view_grades
• macrosynergy.panel.view_metrics
• macrosynergy.panel.view_ranges
• macrosynergy.panel.view_timelines
• macrosynergy.pnl.contract_signals
• macrosynergy.pnl.historic_portfolio_volatility
• macrosynergy.pnl.multi_pnl
• macrosynergy.pnl.naive_pnl
• macrosynergy.pnl.notional_positions
• macrosynergy.pnl.proxy_pnl
• macrosynergy.pnl.proxy_pnl_calc
• macrosynergy.pnl.sharpe_stability_ratio
• macrosynergy.pnl.transaction_costs
• macrosynergy.securities.index
• macrosynergy.signal.signal_return_relations
• macrosynergy.signal.target_positions
• macrosynergy.visuals.acf
• macrosynergy.visuals.correlation
• macrosynergy.visuals.facetplot
• macrosynergy.visuals.grades
• macrosynergy.visuals.heatmap
• macrosynergy.visuals.lagged_corr
• macrosynergy.visuals.lineplot
• macrosynergy.visuals.metrics
• macrosynergy.visuals.multiple_reg_scatter
• macrosynergy.visuals.performance
• macrosynergy.visuals.plotter
• macrosynergy.visuals.ranges
• macrosynergy.visuals.score_visualisers
• macrosynergy.visuals.table
• macrosynergy.visuals.timelines
• macrosynergy.visuals.view_availability
• macrosynergy.visuals.view_panel_dates