CDR package documentation
Documentation for the cdr
Python package.
- Introduction
- Getting Started
- CDR Configuration Files
- CDR Model Formulas
- Basic Overview
- CDR Model Formulas
- Linear (DiracDelta) Predictors
- Defining an Impulse Response Function (IRF)
- Supported Parametric IRFs
- Interactions in CDR
- Automatic Term Expansion
- Random Effects
- Parameter Initialization
- Using Constant (Non-trainable) Parameters
- Parameter Tying
- Transforming Variables
- Pseudo Non-Parametric IRFs
- IRF Composition
- Neural Network Components
- Multivariate Responses
- IRF Trees in CDR
- CDR Package API
- cdr.backend module
- cdr.config module
- cdr.data module
add_responses()
build_CDR_impulse_data()
build_CDR_response_data()
c()
compare_elementwise_perf()
compute_filter()
compute_filters()
compute_partition()
compute_splitID()
compute_time_mask()
corr_cdr()
expand_impulse_sequence()
filter_invalid_responses()
get_first_last_obs_lists()
get_rangf_array()
get_time_windows()
preprocess_data()
s()
split_cdr_outputs()
z()
- cdr.formula module
Formula
Formula.ablate_impulses()
Formula.apply_formula()
Formula.apply_op()
Formula.apply_op_2d()
Formula.apply_ops()
Formula.apply_ops_2d()
Formula.bases()
Formula.build()
Formula.categorical_transform()
Formula.compute_2d_predictor()
Formula.initialize_nns()
Formula.insert_impulses()
Formula.irf_params()
Formula.is_LCG()
Formula.pc_transform()
Formula.process_ast()
Formula.process_irf()
Formula.re_transform()
Formula.remove_impulses()
Formula.response_names()
Formula.responses()
Formula.to_lmer_formula_string()
Formula.to_string()
Formula.unablate_impulses()
IRFNode
IRFNode.ablate_impulses()
IRFNode.add_child()
IRFNode.add_interactions()
IRFNode.add_rangf()
IRFNode.atomic_irf_by_family()
IRFNode.atomic_irf_param_init_by_family()
IRFNode.atomic_irf_param_trainable_by_family()
IRFNode.bases()
IRFNode.categorical_transform()
IRFNode.coef2impulse()
IRFNode.coef2terminal()
IRFNode.coef_by_rangf()
IRFNode.coef_id()
IRFNode.coef_names()
IRFNode.depth()
IRFNode.fixed_coef_names()
IRFNode.fixed_interaction_names()
IRFNode.formula_terms()
IRFNode.has_coefficient()
IRFNode.has_composed_irf()
IRFNode.has_irf()
IRFNode.impulse2coef()
IRFNode.impulse2terminal()
IRFNode.impulse_names()
IRFNode.impulse_set()
IRFNode.impulses()
IRFNode.impulses_by_name()
IRFNode.impulses_from_response_interaction()
IRFNode.interaction_by_rangf()
IRFNode.interaction_names()
IRFNode.interactions()
IRFNode.interactions2inputs()
IRFNode.irf_by_rangf()
IRFNode.irf_id()
IRFNode.irf_to_formula()
IRFNode.is_LCG()
IRFNode.local_name()
IRFNode.name()
IRFNode.nns_by_key()
IRFNode.node_table()
IRFNode.nonparametric_coef_names()
IRFNode.pointers2namemmaps()
IRFNode.re_transform()
IRFNode.remove_impulses()
IRFNode.supports_non_causal()
IRFNode.terminal()
IRFNode.terminal2coef()
IRFNode.terminal2impulse()
IRFNode.terminal_names()
IRFNode.terminals()
IRFNode.terminals_by_name()
IRFNode.unablate_impulses()
IRFNode.unary_nonparametric_coef_names()
Impulse
ImpulseInteraction
NN
NNImpulse
ResponseInteraction
pythonize_string()
standardize_formula_string()
- cdr.io module
- cdr.kwargs module
- cdr.model module
- cdr.opt module
- cdr.plot module
- cdr.signif module
- cdr.synth module
- cdr.util module
- CDR Visualizer