transferred some properties between glm models and estimators

Author: davidsebfischer

batchglm/models/base/estimator.py

@@ -65,6 +65,14 @@ def fisher_inv(self):
     def x(self) -> np.ndarray:
         return self.input_data.x
 
+    @property
+    def a_var(self):
+        return self.model.a_var
+
+    @property
+    def b_var(self) -> np.ndarray:
+        return self.model.b_var
+
     @abc.abstractmethod
     def initialize(self, **kwargs):
         """

batchglm/models/base_glm/estimator.py

@@ -17,10 +17,6 @@ class _EstimatorGLM(_EstimatorBase, metaclass=abc.ABCMeta):
     """
     model: _ModelGLM
     input_data: InputDataGLM
-    _hessian: np.ndarray
-    _fim: np.ndarray
-    _a_var: np.ndarray
-    _b_var: np.ndarray
 
     def __init__(
             self,

batchglm/train/tf/base_glm_all/estimator.py

@@ -338,11 +338,11 @@ def finalize(self):
         self.model = self.get_model_container(self.input_data)
         self.model._a_var = a_var
         self.model._b_var = b_var
-        self.model._fisher_inv = fisher_inv
-        self.model._hessians = hessians
-        self.model._jacobian = jacobian
-        self.model._log_likelihood = log_likelihood
-        self.model._loss = loss
+        self._fisher_inv = fisher_inv
+        self._hessians = hessians
+        self._jacobian = jacobian
+        self._log_likelihood = log_likelihood
+        self._loss = loss
 
     @abc.abstractmethod
     def get_model_container(