docstr: ...SGDTest SGD can run all glm models and is consistent with sparsity
          
docstr_tok: ["...","SGDTest","SGD","can","run","all","glm","models","and","is","consistent","with","sparsity"]
code: def test_sgd_sparse_and_dense_consistency(self):
      """...SGDTest SGD can run all glm models and is consistent with sparsity"""
  
      def create_solver():
          return SGD(
              max_iter=1,
              verbose=False,
              step=1e-5,
              seed=TestSolver.sto_seed,
          )
  
      self._test_solver_sparse_and_dense_consistency(create_solver)
  
file_path: tick/tick/solver/tests/sgd_test.py
imports: import unittest
  from tick.solver import SGD
  from tick.solver.tests import TestSolver
label_desc: Use image node_id 2 for calling the SGDTest obj's underlying member method code with example usage: obj.test_sgd_sparse_and_dense_consistency() and returns: SGD