file renameing as suggested by @f-allian

causal_testing/estimation/regression_estimator.py → causal_testing/estimation/abstract_regression_estimator.py

@@ -9,7 +9,7 @@
 from patsy import dmatrix  # pylint: disable = no-name-in-module
 
 from causal_testing.specification.variable import Variable
-from causal_testing.estimation.estimator import Estimator
+from causal_testing.estimation.abstract_estimator import Estimator
 
 logger = logging.getLogger(__name__)
 

causal_testing/estimation/iv_estimator.py → causal_testing/estimation/instrumental_variable_estimator.py

@@ -6,7 +6,7 @@
 import pandas as pd
 import statsmodels.api as sm
 
-from causal_testing.estimation.estimator import Estimator
+from causal_testing.estimation.abstract_estimator import Estimator
 
 logger = logging.getLogger(__name__)
 

causal_testing/estimation/ipcw_estimator.py

@@ -9,7 +9,7 @@
 from lifelines import CoxPHFitter
 
 from causal_testing.specification.capabilities import TreatmentSequence, Capability
-from causal_testing.estimation.estimator import Estimator
+from causal_testing.estimation.abstract_estimator import Estimator
 
 logger = logging.getLogger(__name__)
 

causal_testing/estimation/linear_regression_estimator.py

@@ -8,8 +8,8 @@
 from patsy import dmatrix, ModelDesc  # pylint: disable = no-name-in-module
 
 from causal_testing.specification.variable import Variable
-from causal_testing.estimation.gp import GP
-from causal_testing.estimation.regression_estimator import RegressionEstimator
+from causal_testing.estimation.genetic_programming_regression_fitter import GP
+from causal_testing.estimation.abstract_regression_estimator import RegressionEstimator
 
 logger = logging.getLogger(__name__)
 
@@ -92,7 +92,6 @@ def gp_formula(
         formula = gp.simplify(formula)
         self.formula = f"{self.outcome} ~ I({formula}) - 1"
 
-
     def estimate_coefficient(self) -> tuple[pd.Series, list[pd.Series, pd.Series]]:
         """Estimate the unit average treatment effect of the treatment on the outcome. That is, the change in outcome
         caused by a unit change in treatment.

causal_testing/estimation/logistic_regression_estimator.py

@@ -5,7 +5,7 @@
 import numpy as np
 import statsmodels.formula.api as smf
 
-from causal_testing.estimation.regression_estimator import RegressionEstimator
+from causal_testing.estimation.abstract_regression_estimator import RegressionEstimator
 
 logger = logging.getLogger(__name__)
 

causal_testing/json_front/json_class.py

@@ -25,7 +25,7 @@
 from causal_testing.testing.base_test_case import BaseTestCase
 from causal_testing.testing.causal_test_adequacy import DataAdequacy
 
-from causal_testing.estimation.estimator import Estimator
+from causal_testing.estimation.abstract_estimator import Estimator
 from causal_testing.estimation.linear_regression_estimator import LinearRegressionEstimator
 from causal_testing.estimation.logistic_regression_estimator import LogisticRegressionEstimator
 

causal_testing/testing/causal_test_adequacy.py

@@ -11,7 +11,7 @@
 
 from causal_testing.testing.causal_test_suite import CausalTestSuite
 from causal_testing.specification.causal_dag import CausalDAG
-from causal_testing.estimation.estimator import Estimator
+from causal_testing.estimation.abstract_estimator import Estimator
 from causal_testing.testing.causal_test_case import CausalTestCase
 
 logger = logging.getLogger(__name__)

causal_testing/testing/causal_test_case.py

@@ -7,7 +7,7 @@
 from causal_testing.specification.variable import Variable
 from causal_testing.testing.causal_test_outcome import CausalTestOutcome
 from causal_testing.testing.base_test_case import BaseTestCase
-from causal_testing.estimation.estimator import Estimator
+from causal_testing.estimation.abstract_estimator import Estimator
 from causal_testing.testing.causal_test_result import CausalTestResult, TestValue
 from causal_testing.data_collection.data_collector import DataCollector
 

causal_testing/testing/causal_test_result.py

@@ -6,7 +6,7 @@
 from dataclasses import dataclass
 import pandas as pd
 
-from causal_testing.estimation.estimator import Estimator
+from causal_testing.estimation.abstract_estimator import Estimator
 from causal_testing.specification.variable import Variable
 
 

causal_testing/testing/causal_test_suite.py

@@ -7,7 +7,7 @@
 from typing import Type, Iterable
 from causal_testing.testing.base_test_case import BaseTestCase
 from causal_testing.testing.causal_test_case import CausalTestCase
-from causal_testing.estimation.estimator import Estimator
+from causal_testing.estimation.abstract_estimator import Estimator
 from causal_testing.testing.causal_test_result import CausalTestResult
 from causal_testing.data_collection.data_collector import DataCollector
 from causal_testing.specification.causal_specification import CausalSpecification

examples/poisson-line-process/example_poisson_process.py

@@ -5,7 +5,7 @@
 from causal_testing.testing.causal_test_case import CausalTestCase
 from causal_testing.testing.causal_test_outcome import ExactValue, Positive
 from causal_testing.estimation.linear_regression_estimator import LinearRegressionEstimator
-from causal_testing.estimation.estimator import Estimator
+from causal_testing.estimation.abstract_estimator import Estimator
 from causal_testing.testing.base_test_case import BaseTestCase
 
 import pandas as pd

examples/poisson/example_run_causal_tests.py

@@ -7,7 +7,7 @@
 from causal_testing.testing.causal_test_outcome import ExactValue, Positive, Negative, NoEffect, CausalTestOutcome
 from causal_testing.testing.causal_test_result import CausalTestResult
 from causal_testing.json_front.json_class import JsonUtility
-from causal_testing.estimation.estimator import Estimator
+from causal_testing.estimation.abstract_estimator import Estimator
 from causal_testing.specification.scenario import Scenario
 from causal_testing.specification.variable import Input, Output, Meta
 

tests/estimation_tests/test_gp.py → tests/estimation_tests/test_genetic_programming_regression_fitter.py

@@ -1,11 +1,10 @@
 import unittest
 import pandas as pd
 
-from causal_testing.estimation.gp import GP
+from causal_testing.estimation.genetic_programming_regression_fitter import GP
 
 
 class TestGP(unittest.TestCase):
-
     def test_init_invalid_fun_name(self):
         with self.assertRaises(ValueError):
             GP(df=pd.DataFrame(), features=[], outcome="", max_order=2, sympy_conversions={"power_1": ""})

tests/estimation_tests/test_iv_estimator.py → tests/estimation_tests/test_instrumental_variable_estimator.py

@@ -6,7 +6,7 @@
 from causal_testing.utils.validation import CausalValidator
 from causal_testing.specification.capabilities import TreatmentSequence
 
-from causal_testing.estimation.iv_estimator import InstrumentalVariableEstimator
+from causal_testing.estimation.instrumental_variable_estimator import InstrumentalVariableEstimator
 
 
 class TestInstrumentalVariableEstimator(unittest.TestCase):

tests/estimation_tests/test_linear_regression_estimator.py

@@ -7,7 +7,7 @@
 from causal_testing.specification.capabilities import TreatmentSequence
 
 from causal_testing.estimation.linear_regression_estimator import LinearRegressionEstimator
-from causal_testing.estimation.gp import reciprocal
+from causal_testing.estimation.genetic_programming_regression_fitter import reciprocal
 
 
 def load_nhefs_df():

tests/json_front_tests/test_json_class.py

@@ -5,7 +5,7 @@
 import os
 
 from causal_testing.estimation.linear_regression_estimator import LinearRegressionEstimator
-from causal_testing.estimation.estimator import Estimator
+from causal_testing.estimation.abstract_estimator import Estimator
 from causal_testing.testing.causal_test_outcome import NoEffect, Positive
 from causal_testing.json_front.json_class import JsonUtility, CausalVariables
 from causal_testing.specification.variable import Input, Output, Meta