iamax
0.2.0

Overview

  • 1. A common modelling grammar
    • 1.1. What IAM-AX does
    • 1.2. Model grammar
      • 1.2.1. Data unknowns
      • 1.2.2. Functional choices
      • 1.2.3. Project layer
    • 1.3. Matrices as code
    • 1.4. Model library
    • 1.5. Operands and shapes
  • 2. From grammar to computation
    • 2.1. Computational consequences
    • 2.2. JAX
    • 2.3. From model to code
      • 2.3.1. OO meets JAX
      • 2.3.2. Tensor mapping
    • 2.4. Versatility and performance
      • 2.4.1. First optimization layer
      • 2.4.2. Graph lifting
      • 2.4.3. Caching and reuse
      • 2.4.4. Optimal versatility
  • 3. Standard and transparency
    • 3.1. No black box
    • 3.2. Model standard
    • 3.3. Core difference

Getting Started

  • 1. Configuration
    • 1.1. Install
    • 1.2. Import
  • 2. A Canonical Use Case
    • 2.1. Project layer
      • 2.1.1. A datafile
      • 2.1.2. A worker
      • 2.1.3. A library
    • 2.2. Users’ definitions
      • 2.2.1. Inputs
      • 2.2.2. Outputs
    • 2.3. Abstractions
      • 2.3.1. Instantiation
      • 2.3.2. Calibrators
      • 2.3.3. Operators
      • 2.3.4. Operands
    • 2.4. Data-driven settings
      • 2.4.1. Data input files
      • 2.4.2. System’s Unknowns
    • 2.5. In a nutshell
      • 2.5.1. A 3-file project layer …
      • 2.5.2. involving operands …
      • 2.5.3. or not …
      • 2.5.4. but whose shapes matter …
      • 2.5.5. while their structure shouldn’t …

API Documentation

  • iamax
    • conf
      • VERBOSE
      • COORDS_DELIM
      • F2ARGS_DELIM
      • BASE_YEAR
      • DETAILED_TRAMGS
      • DETAILED_STAXES
      • DETAILED_XCISES
      • EXOGENOUS_MRENTS
      • REFLECTED_RIGHTS
      • RELATIVE_CTAXES
      • RELATIVE_OCOSTS
      • RELATIVE_TRAMGS
      • RELATIVE_STAXES
      • RELATIVE_MRENTS
      • RELATIVE_SPCMGS
      • AUTODIFFED_HESSIAN
      • AUTODIFFED_JACOBIAN
      • AVERAGED_LOSSES
      • COMPILED_ARCOMPONENTS
      • ENABLED_DENSIFICATION
      • ENABLED_SERIALIZATION
      • ENABLED_VECTORIZATION
      • JITTED_DERIVATIVES
      • JITTED_OBJECTIVE
      • LIFTED_DAG
      • LOSSES_EXPONENT
      • LOSSES_FACTOR
      • CSCALINGF_LOGBASE
      • ENABLED_SCALING
      • NONLINEAR_DECISION
      • REGRESSED_IGUESS
      • REGRESSED_SCALING
      • AGGREGATED_CONSTRAINTS
      • BROADEST_SYSTEM
      • COMPLEX_VALUED_UNDERLIERS
      • UNCLUSTERED_USER_METHODS
      • HOISTED_CONSTANT_INDEXERS
      • OMITTED_INEQ_CONSTRAINTS
      • TIME_UNBASED_DATA_HASHES
      • CUNK_0D_SYM
      • RUNK_0D_SYM
      • RUNK_1D_SYM
      • XUNK_IG_CNAME
      • XUNK_SF_CNAME
      • UNIV_SYM
      • NULL_SYM
    • core
      • DSpace
        • display_legal_sheets_names
        • uid
        • _keyed_core_sheets_names
        • _keyed_epi_sheets_names
        • _keyed_sheets_names
        • _named_sheets_keys
        • _sheet_ids_getter
        • _grates_keys
        • _grates_saturations_keys
        • _drates_keys
        • _lagged_keys
        • file_as_xml_obj
        • file_as_pd_obj
        • file_as_op_obj
        • _close
        • table_reader
        • _localization
        • _localization_delta
        • _ilocalization
        • _χ
        • _к
        • t
        • year
        • _dlocalization
        • _dγ
        • delta_year
        • dyear
        • _raw_nodes
        • _blueprint
        • _loc_blueprint
        • _identifiers
        • _identifiers_space
        • _identifiers_exp
        • _identifiers_imp
        • _iidentifiers
        • _identifiers_card
        • _identifiers_ndim
        • _identifiers_right_levels_range
        • _identifiers_left_levels_range
        • _identifiers_left_loc_levels_range
        • _identifiers_hyperplanes
        • _univ_identifiers
        • _loc_univ_identifiers
        • _unloc_univ_identifiers
        • _loc_univ_identifiers_inuse
        • _localizations
        • _localizations_space
        • _ilocalizations
        • _localizations_card
        • _localizations_ndim
        • _localizations_deltas
        • _register_tables
        • _register_table
        • _iid_flattening_identifier
        • _ndarray_labeller
        • _frame_unlabeller
        • _ndarray_scratcher
        • ndarray_reader
        • _ndarray_reader
        • identity_matrix
        • ones_vector
        • ones_matrix
        • valued_econsumptions
        • valued_iconsumptions
        • valued_consumptions
        • consumptions_types
        • are_autogenerated
        • are_intermediary
        • are_only_final
        • arent_only_final
        • are_final
        • arent_final
        • are_income_private_nodes
        • are_externally_sourced
        • _loc_sparsity_map
        • _loc_sparsity_map_flatten
        • _densification_gain
        • _ispaces_specs
        • _ispaces_specs_getter_umpire
        • _d2s_shapes_converter
        • _s2d_coords_converter
        • _d2s_coords_converter
        • _ndarray_densifier
        • _ndarray_undensifier
        • copy_example
      • MSystem
        • mappings_trees
        • _libobj_conformity_ensurer
        • _libobj_paths_flattener
        • _libobj_preparator
        • _fancy_connecter
        • _fancy_moveupper
        • _fancy_reshaper
        • _status_inferrer
        • inferred_cstatus
        • _loss_computer
        • _rsaturations_computer
        • _mrsaturations_computer
        • _asaturations_computer
        • _masaturations_computer
        • _aroots_computer
        • _maroots_computer
        • _mabounds_computer
        • _ndarray_dtyping_negbooler
        • _ndarray_dtyping_booler
        • _ndarray_masker
        • _ndarray_zeros_canceller
        • _ndarray_taker
        • _ndarrays_taker
        • _ndarray_slicing_vals_replacer
        • _ndarrays_divider
        • _ndarray_getter
        • _xdarray_labeller
        • are_rights_reflected
        • added_values
        • added_values_grates
        • added_values_drates
        • additive_output_volumes
        • additive_output_volumes_grates
        • additive_output_volumes_drates
        • additive_input_volumes_shares
        • additive_input_volumes_shares_grates
        • additive_input_volumes_shares_drates
        • aggregated_input_volumes
        • aggregated_input_volumes_grates
        • aggregated_input_volumes_drates
        • available_volumes
        • capacities
        • supplies
        • available_volumes_grates
        • available_volumes_drates
        • consumed_volumes
        • consumed_volumes_grates
        • consumed_volumes_drates
        • consumed_volumes_iparts
        • consumer_prices
        • input_prices
        • consumer_prices_grates
        • consumer_prices_drates
        • consumer_prices_iparts
        • consumer_real_prices
        • input_real_prices
        • consumer_real_prices_grates
        • consumer_real_prices_drates
        • consumer_real_prices_iparts
        • contrib_taxes
        • contrib_taxes_grates
        • contrib_taxes_drates
        • contrib_taxes_bdown
        • contrib_taxes_bdown_grates
        • contrib_taxes_bdown_drates
        • contrib_taxes_rates
        • contrib_taxes_rates_grates
        • contrib_taxes_rates_drates
        • corpo_income_taxes
        • corpo_income_taxes_grates
        • corpo_income_taxes_drates
        • corpo_income_taxes_rates
        • corpo_income_taxes_rates_grates
        • corpo_income_taxes_rates_drates
        • custom_qois
        • transitories
        • user_statistics
        • custom_qois_grates
        • custom_qois_drates
        • custom_sois
        • custom_sois_grates
        • custom_sois_drates
        • custom_vois
        • custom_vois_grates
        • custom_vois_drates
        • deflators_fisher
        • deflators_fisher_grates
        • deflators_fisher_drates
        • deflators_laspeyres
        • deflators_laspeyres_grates
        • deflators_laspeyres_drates
        • deflators_lfisher
        • deflators_lfisher_grates
        • deflators_lfisher_drates
        • deflators_llaspeyres
        • deflators_llaspeyres_grates
        • deflators_llaspeyres_drates
        • deflators_lpaasche
        • deflators_lpaasche_grates
        • deflators_lpaasche_drates
        • deflators_paasche
        • deflators_paasche_grates
        • deflators_paasche_drates
        • deflators_sq_lfisher
        • deflators_sq_lfisher_grates
        • deflators_sq_lfisher_drates
        • direct_taxes
        • direct_taxes_grates
        • direct_taxes_drates
        • disposable_incomes
        • budget_constraints
        • disposable_incomes_grates
        • disposable_incomes_drates
        • disposable_real_incomes
        • disposable_real_incomes_grates
        • disposable_real_incomes_drates
        • employment_rates
        • employment_rates_grates
        • employment_rates_drates
        • excisables
        • excisables_grates
        • excisables_drates
        • excisables_shares
        • excisables_shares_grates
        • excisables_shares_drates
        • excisables_totals
        • excisables_totals_grates
        • excisables_totals_drates
        • excises
        • excises_grates
        • excises_drates
        • excises_average_premia
        • excises_average_premia_grates
        • excises_average_premia_drates
        • excises_bases
        • excises_bases_grates
        • excises_bases_drates
        • excises_exorates
        • excises_exorates_grates
        • excises_exorates_drates
        • excises_premia
        • excises_premia_grates
        • excises_premia_drates
        • excises_rates
        • excises_rates_grates
        • excises_rates_drates
        • excises_totals
        • excises_totals_grates
        • excises_totals_drates
        • excises_totals_bases
        • excises_totals_bases_grates
        • excises_totals_bases_drates
        • excises_totals_rates
        • excises_totals_rates_grates
        • excises_totals_rates_drates
        • gross_incomes_throughputs
        • gross_incomes_throughputs_grates
        • gross_incomes_throughputs_drates
        • gross_incomes
        • gross_incomes_grates
        • gross_incomes_drates
        • gross_operating_costs
        • output_values
        • gross_operating_costs_grates
        • gross_operating_costs_drates
        • gross_operating_costs_bdown
        • gross_operating_costs_bdown_grates
        • gross_operating_costs_bdown_drates
        • gross_operating_surplus
        • gross_operating_surplus_grates
        • gross_operating_surplus_drates
        • gross_operating_surplus_bdown
        • gross_operating_surplus_bdown_grates
        • gross_operating_surplus_bdown_drates
        • gross_revenues
        • gross_revenues_grates
        • gross_revenues_drates
        • idle_rates
        • idle_rates_grates
        • idle_rates_drates
        • income_gross_products
        • income_gross_products_grates
        • income_gross_products_drates
        • income_private_circuit
        • income_private_circuit_order1
        • income_private_circuit_grates
        • income_private_circuit_drates
        • income_private_circuit_leoninv
        • income_private_circuit_leoninv_grates
        • income_private_circuit_leoninv_drates
        • income_private_circuit_rsto
        • income_private_circuit_rsto_grates
        • income_private_circuit_rsto_drates
        • income_public_circuit
        • income_public_circuit_order1
        • income_public_circuit_grates
        • income_public_circuit_drates
        • indirect_business_taxes
        • indirect_business_taxes_grates
        • indirect_business_taxes_drates
        • indirect_business_taxes_totals
        • indirect_business_taxes_totals_grates
        • indirect_business_taxes_totals_drates
        • indirect_costs
        • indirect_costs_grates
        • indirect_costs_drates
        • indirect_costs_bdown
        • indirect_costs_bdown_grates
        • indirect_costs_bdown_drates
        • indirect_operating_costs
        • indirect_operating_costs_grates
        • indirect_operating_costs_drates
        • indirect_operating_costs_bdown
        • indirect_operating_costs_bdown_grates
        • indirect_operating_costs_bdown_drates
        • indirect_taxes
        • indirect_taxes_grates
        • indirect_taxes_drates
        • indirect_taxes_bdown
        • indirect_taxes_bdown_grates
        • indirect_taxes_bdown_drates
        • indiv_income_taxes
        • indiv_income_taxes_grates
        • indiv_income_taxes_drates
        • indiv_income_taxes_rates
        • indiv_income_taxes_rates_grates
        • indiv_income_taxes_rates_drates
        • input_values
        • input_values_grates
        • input_values_drates
        • input_values_shares
        • input_values_shares_grates
        • input_values_shares_drates
        • input_values_lbw
        • input_values_lbw_grates
        • input_values_lbw_drates
        • input_values_lcw
        • input_values_lcw_grates
        • input_values_lcw_drates
        • input_values_transpose
        • input_values_transpose_grates
        • input_values_transpose_drates
        • input_volumes
        • input_volumes_grates
        • input_volumes_drates
        • input_volumes_iparts
        • ioq_intensities
        • ioq_intensities_order1
        • ioq_intensities_grates
        • ioq_intensities_drates
        • ioq_intensities_order2
        • ioq_intensities_order3
        • ioq_intensities_order4
        • ioq_intensities_order5
        • ioq_intensities_hleoninv
        • ioq_intensities_hleoninv_grates
        • ioq_intensities_hleoninv_drates
        • ioq_productivities
        • ioq_productivities_order1
        • ioq_productivities_grates
        • ioq_productivities_drates
        • ioq_productivities_drates2
        • ioq_shares
        • ioq_shares_order1
        • ioq_shares_grates
        • ioq_shares_drates
        • ioq_shares_order2
        • ioq_shares_order3
        • ioq_shares_order4
        • ioq_shares_order5
        • ioq_shares_hleoninv
        • ioq_shares_hleoninv_grates
        • ioq_shares_hleoninv_drates
        • iov_intensities
        • iov_intensities_order1
        • iov_intensities_grates
        • iov_intensities_drates
        • iov_intensities_order2
        • iov_intensities_order3
        • iov_intensities_order4
        • iov_intensities_order5
        • iov_intensities_hleoninv
        • iov_intensities_hleoninv_grates
        • iov_intensities_hleoninv_drates
        • iov_shares
        • iov_shares_order1
        • iov_shares_grates
        • iov_shares_drates
        • iov_shares_order2
        • iov_shares_order3
        • iov_shares_order4
        • iov_shares_order5
        • iov_shares_hleoninv
        • iov_shares_hleoninv_grates
        • iov_shares_hleoninv_drates
        • markets_rents
        • markets_rents_grates
        • markets_rents_drates
        • markets_rents_bdown
        • markets_rents_bdown_grates
        • markets_rents_bdown_drates
        • markets_rents_rates
        • markets_rents_rates_grates
        • markets_rents_rates_drates
        • net_operating_surplus
        • net_operating_surplus_grates
        • net_operating_surplus_drates
        • net_surplus
        • profits
        • net_surplus_grates
        • net_surplus_drates
        • operating_costs
        • operating_costs_grates
        • operating_costs_drates
        • operating_costs_bdown
        • operating_costs_bdown_grates
        • operating_costs_bdown_drates
        • ordinal_prices
        • ordinal_prices_grates
        • ordinal_prices_drates
        • ordinal_prices_transpose
        • ordinal_prices_transpose_grates
        • ordinal_prices_transpose_drates
        • ordinal_values
        • ordinal_values_grates
        • ordinal_values_drates
        • ordinal_volumes
        • utility_levels
        • perceived_indexes
        • ordinal_volumes_grates
        • ordinal_volumes_drates
        • other_costs
        • other_costs_grates
        • other_costs_drates
        • other_costs_bdown
        • other_costs_bdown_grates
        • other_costs_bdown_drates
        • other_costs_rates
        • other_costs_rates_grates
        • other_costs_rates_drates
        • output_volumes
        • demands
        • employed_volumes
        • output_volumes_grates
        • output_volumes_drates
        • producer_gross_prices
        • average_producer_prices
        • producer_gross_prices_grates
        • producer_gross_prices_drates
        • producer_gross_prices_iparts
        • producer_net_prices
        • output_prices
        • producer_net_prices_grates
        • producer_net_prices_drates
        • producer_net_prices_iparts
        • purchaser_prices
        • purchaser_prices_grates
        • purchaser_prices_drates
        • purchaser_prices_iparts
        • purchaser_real_prices
        • purchaser_real_prices_grates
        • purchaser_real_prices_drates
        • purchaser_real_prices_iparts
        • sales_taxables
        • sales_taxables_grates
        • sales_taxables_drates
        • sales_taxables_shares
        • sales_taxables_shares_grates
        • sales_taxables_shares_drates
        • sales_taxables_totals
        • sales_taxables_totals_grates
        • sales_taxables_totals_drates
        • sales_taxes
        • sales_taxes_grates
        • sales_taxes_drates
        • sales_taxes_bases
        • sales_taxes_bases_grates
        • sales_taxes_bases_drates
        • sales_taxes_exorates
        • sales_taxes_exorates_grates
        • sales_taxes_exorates_drates
        • sales_taxes_rates
        • sales_taxes_rates_grates
        • sales_taxes_rates_drates
        • sales_taxes_totals
        • sales_taxes_totals_grates
        • sales_taxes_totals_drates
        • sales_taxes_totals_bases
        • sales_taxes_totals_bases_grates
        • sales_taxes_totals_bases_drates
        • sales_taxes_totals_rates
        • sales_taxes_totals_rates_grates
        • sales_taxes_totals_rates_drates
        • skizo_budgets
        • skizo_budgets_grates
        • skizo_budgets_drates
        • skizo_budgets_shares
        • skizo_budgets_shares_grates
        • skizo_budgets_shares_drates
        • specific_margins
        • specific_margins_grates
        • specific_margins_drates
        • specific_margins_balances
        • specific_margins_balances_grates
        • specific_margins_balances_drates
        • specific_margins_bases
        • specific_margins_bases_grates
        • specific_margins_bases_drates
        • specific_margins_rates
        • specific_margins_rates_grates
        • specific_margins_rates_drates
        • specific_producer_prices
        • specific_producer_prices_grates
        • specific_producer_prices_drates
        • specific_producer_prices_iparts
        • spendings
        • spendings_grates
        • spendings_drates
        • spendings_dfree
        • spendings_dfree_grates
        • spendings_dfree_drates
        • spendings_lbw
        • spendings_lbw_grates
        • spendings_lbw_drates
        • spendings_lcw
        • spendings_lcw_grates
        • spendings_lcw_drates
        • taxes
        • taxes_grates
        • taxes_drates
        • trade_marginables
        • trade_marginables_grates
        • trade_marginables_drates
        • trade_marginables_shares
        • trade_marginables_shares_grates
        • trade_marginables_shares_drates
        • trade_marginables_totals
        • trade_marginables_totals_grates
        • trade_marginables_totals_drates
        • trade_margins
        • trade_margins_grates
        • trade_margins_drates
        • trade_margins_bases
        • trade_margins_bases_grates
        • trade_margins_bases_drates
        • trade_margins_exorates
        • trade_margins_exorates_grates
        • trade_margins_exorates_drates
        • trade_margins_rates
        • trade_margins_rates_grates
        • trade_margins_rates_drates
        • trade_margins_totals
        • trade_margins_totals_grates
        • trade_margins_totals_drates
        • trade_margins_totals_bases
        • trade_margins_totals_bases_grates
        • trade_margins_totals_bases_drates
        • trade_margins_totals_rates
        • trade_margins_totals_rates_grates
        • trade_margins_totals_rates_drates
        • transfers
        • transfers_grates
        • transfers_drates
        • unemployment_rates
        • unemployment_rates_grates
        • unemployment_rates_drates
        • utilization_rates
        • utilization_rates_grates
        • utilization_rates_drates
        • _rpremia_computer
        • _set_xmains
        • grand_saturations
        • grand_saturation
        • _saturations_getter
        • _saturations
        • saturations
        • frames_as_tseries
        • frames_as_denseap
        • frames_as_pleated
        • _dag_resolver
        • _dag_items
        • dag_resolved_callables
        • _œvars_names
        • _hvars_getter
        • _hvars_names
        • _type_duct_expander
        • _compose_chain
        • _constraints_reachability_map
        • _ŕmaps
        • _mmaps
        • _xmaps
        • _set_xlanes
        • _symbolization_gain
        • code_objects_getter
        • _definjecter
        • _proc_cmds
        • wbook_specs
        • __repr__
        • _lfancy_substracter
        • _lfancy_merger
        • uid
        • _iguess_specifier
        • _optim_specifier
        • _jacobian_c_renormer
        • _scale_inferrer
        • _scale_explorer
        • _distributor_blueprint
        • _jx_jit
        • _distributor
        • _distributors_fuzzer
        • _distributor_jacobian
        • _soberly_computed
        • _distributor_jacobianl
        • _distributor_jacobianls_structurer
        • _distributor_jacobianls_fuzzer
        • _distributor_sp_jacobianl
        • _distributor_hessian
        • _distributor_hessianl
        • _distributor_hessianl_lws
        • _distributor_hessianls_structurer
        • _distributor_sp_hessianl
        • _distributor_derivatives
        • _distributor_decomposer
        • _set_œscalers
        • _compute_opscalers
        • _systems_interpreter
        • _zsystems_evaluator
        • _compute_residuals_grand_mask
        • _compute_residuals_grand_masks
        • _minimization_coargumenter
        • _minimization_jacobian_computer
        • minimization_jacobian
        • _minimization_residuals
        • minimization_residuals
        • _constraints_jacobian
        • minimize
        • _optim_related_stats_formatter
        • _optim_related_stat_formatter
        • calibrate
        • evolve
    • library
      • ArraysDealer
        • _take
        • _split
        • _infs_to_num
        • _sum
        • _divide
        • _multiply
        • _rdistance
        • _constancy
        • _power
        • _weighter
        • _lminusr_computer
      • RatesDealer
        • _markup_to_margin_rater
        • _margin_to_markup_rater
      • Passive
      • AddedOPCosts
        • operating_cost_computer
      • AddedVolumes
        • employed_volume_computer
        • available_volume_rooter
      • ImplicitTransitories
        • transitory_computer
      • ImplicitIncome
        • budget_constraint_computer
      • ImplicitEntity
        • other_costs_computer
        • net_surplus_computer
        • gross_income_throughput_computer
        • input_values_computer
        • specific_margins_computer
        • trade_margins_computer
        • sales_taxes_computer
        • excises_computer
      • BalanceOfTrade
        • budget_constraint_computer
        • other_costs_computer
        • net_surplus_computer
        • gross_income_throughput_computer
        • input_values_computer
        • specific_margins_computer
        • trade_margins_computer
        • sales_taxes_computer
        • excises_computer
      • AQConserver
        • additive_output_volume_rooter
      • SymmetricNodes
        • gross_income_throughput_rooter
      • BalancedWorldTrade
        • spendings_dfree_rooter
      • Shareholders
        • income_private_circuit_rsto_rooter
      • Accountant
        • output_price_computer
      • CoInitiatedVolumes
        • output_volumes_ccomputer
      • BalancedSM
        • specific_margin_balance_rooter
      • InitiallyBalancedSM
        • specific_margin_balance_crooter
      • CES
        • aggregation_type
        • sigma
        • rho
        • nu
        • eta
        • compute_calibrand_0
        • _aggregator
      • HicksianCES
        • compute_calibrand_0
        • compute_calibrand_0_star
        • allege_input_shares
        • compute_input_volumes_shocks
        • _output_volume_computer
        • compute_output_price_driver
        • output_price_computer
        • input_volumes_computer
      • HicksianICES
        • compute_calibrand_0
        • allege_input_shares
        • ordinal_volume_computer
        • compute_output_price_driver
        • output_price_computer
        • input_volumes_computer
      • HicksianPICES
        • compute_ordinal_price_driver
        • ordinal_price_computer
      • ScHicksianCES
        • compute_calibrand_0
        • ioq_intensities_drates_crooter
      • SmHicksianCES
        • compute_calibrand_0
      • HicksianFCES
        • allege_input_shares
        • compute_input_volumes_shocks
        • input_volumes_computer
        • aggregated_input_volumes_rooter
      • HicksianACES
      • HicksianAFCES
      • HicksianGAFCES
        • compute_calibrand_0
        • compute_calibrand_0_star
        • allege_input_shares
      • HicksianRGAFCES
        • aggregated_input_volumes_rooter
      • HicksianFLUMRS
      • MarshallianCES
        • compute_calibrand_0
        • budget_constraint_crooter
        • input_volumes_computer
      • MarshallianGFCES
        • compute_calibrand_0
        • input_volumes_computer
        • spendings_rooter
      • MarshallianLeo
        • compute_calibrand_0
        • input_volumes_computer
      • EmplBMagnitude
        • _drate_pow_increaser
        • _factor_pow_increaser
        • _rate_tanh_increaser
      • PowCurvedNetPrice
        • compute_calibrand_0
        • compute_calibrand_0_star
        • output_price_computer
      • TanhCurvedNetPrice
        • compute_calibrand_0
        • output_price_computer
      • NetPriceTanhCurvedMultiplier
        • output_price_computer
      • TanhCMultipliedTanhCNetPrice
        • compute_calibrand_0
        • output_price_computer
      • LaborMarket
      • UniformProductivityPremia
        • output_volume_rooter
      • UniformGhoshAllocationPremia
        • output_volume_rooter
      • UniformPrice
        • compute_calibrand_0
        • producer_net_prices_rooter
      • UniformUnemployment
        • unemployment_rates_rooter
      • ULaborMarket
      • UMarket
      • UUMarket
      • TermsOfTrade
        • compute_calibrand_0
        • output_volume_rooter
      • PTermsOfTrade
        • compute_calibrand_0
        • output_volume_rooter
      • DynamicStock
        • capacity_computer
      • OPricedDynamicStock
        • output_price_computer
      • L1NzIntDrivenDemands
        • input_volumes_computer
      • O2STxRateDrivenSTxRate
        • compute_calibrand_0
        • sales_tax_total_rate_computer
      • O2STxRateDrivenCTxRate
        • compute_calibrand_0
        • contrib_tax_rate_computer
      • OLabor
      • OKLProducer
      • OKLEProducer
      • ODProducer
      • OAProducer
      • ELabor
      • EKLProducer
      • EKLEProducer
      • EDProducer
      • EAProducer
      • Consumer
      • Ordinaler
        • ordinal_volume_computer
      • AdditiveOrdinaler
        • ordinal_volume_computer
      • Government
      • Investor
      • ImplicitLeontief
        • compute_calibrand_0
        • compute_calibrand_0_star
        • input_volumes_computer
      • OImplicitLeontief
      • MarshallianILeo
      • LaspeyresianGFL
        • compute_calibrand_0
        • input_values_shares_rooter
      • EExporter
      • OExporter
      • OneToOne
        • input_volume_computer
      • AOneToOne
      • OnBoard
        • compute_calibrand_0
        • input_volumes_computer
      • IOnBoard
        • compute_calibrand_0
      • CorrTrader
        • compute_qois
        • input_volumes_computer
        • ordinal_volumes_computer
        • ordinal_prices_computer
    • utils
      • HshMixin
        • hash
        • _str_safe_hash
      • IMMixin
        • is_jsonable
        • otbprint
        • _is_static_method
        • _is_class_method
        • _isnt_instance_method
        • _method_input_signature
        • _items_grouper
        • _keymap_replacer
        • topological_generations_subsetter
        • dag_maker
        • dag_uncycler
        • dag_sorter
        • nx_neg_subgrapher
        • namedtupler
        • dict_subsetter
        • dict_flattener
        • str_sanitizer
        • snake_case_frmttr
        • _items_coercer
        • _list_ensurer
        • _tuple_ensurer
        • _ndarrays_tupler
        • data_keeper
        • cartesian_mapper
        • const_val_dropper
        • silent_warning
        • try_
        • attrsgetter
        • attrssetter
        • _ireorder_levels
        • _imultiindex_ensurer
        • _ilevels_args_realigner
        • _multiindex_ensurer
        • coords_deduplicater
        • _icoords_coercer
        • coords_coercer
        • _perforated_domains_sequencer
        • _ilevels_attrgetter
        • _dspaces_kroneckerizer
        • _dspaces_unioner
        • _fast_stacker
        • file_existence_asserter
        • _advanced_indices_merger
        • _ellipsis_tupler
        • _tuples_unnester
        • _strict_subclass_superer
        • dicted_sequences_expander
      • XMLMixin
        • _ranges_to_cells_expliciter
        • _ranges_to_cells_indexer
        • archivability_ensurer
        • is_excel_file
        • xl_file_type_asserter
      • Serializer
        • _ckle_save_dir
        • _ckles_glober
        • _ckles_glober_and_remover
        • _ckle_path_getter
        • _ckle_remover
        • _load_ckle
        • _dump_ckle
        • _ckle_exist
        • _may_do
        • _may_dump
        • _may_do_and_dump
      • Cache
        • property
        • _defargs_collecter
        • _mdefargs_collecter
        • method
      • Symer
        • _show_recipe
        • symbols
        • expression
        • _ops_getter
        • operands
        • aliased_symbols
        • symbols_dependencies
        • _left_hand_sider
        • left_hand_sider
        • right_hand_side
        • right_hand_side_deepen
        • _lambdifier
        • lambda_of
      • Archiver
        • __getitem__
        • close
        • archive
        • iloc_styles
        • iloc_hyperlinks
        • iloc_comments
      • ExoData
        • xl_file_getter
        • _file_or_path_dealer
        • xl_2dtables_pd_reader
        • xl_ndtables_pd_reader
      • ExoTreeData
        • _op_cells_typer
        • _op_cells_unmerger
        • xl_ndtrees_to_ndtables_converter
        • _nested_edges_composer
        • _nested_edges_maker
        • _level_keys_combiner
        • _tree_builder
        • _trees_builder_kwargs_maker
        • xl_ndtrees_op_reader
    • tests
      • test_core
        • CasesKwargs
        • TestDSpace
        • TestMSystem
        • BaseTestMSystems
        • MetaTestMSystems
        • TestCHNSystem
        • TestFRASystem
        • TestDZASystem
      • test_utils
        • TestIMMixin
        • TestXMLMixin
        • TestHshMixin
        • TestCache
        • TestSymer
        • TestArchiver
        • TestExoData
        • TestExoTreeData

Reference Documentation

  • Change log
    • 0.2.0 (May 15, 2026)
    • 0.1.1 (August 10, 2024)
    • 0.1.0 (April 28, 2024)
    • 0.0.11 (July 18, 2023)
    • 0.0.10 (March 24, 2023)
    • 0.0.9 (March 6, 2023)
    • 0.0.8 (February 22, 2023)
    • 0.0.7 (February 21, 2023)
    • 0.0.6 (February 17, 2023)
    • 0.0.5 (February 5, 2023)
    • 0.0.4 (January 24, 2023)
    • 0.0.3 (December 22, 2022)
    • 0.0.2b (December 19, 2022)
    • 0.0.2 (November 3, 2022)
    • 0.0.1 (September 13, 2022)
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