removing some debug lines

nasa · Oct 3, 2023 · 21bdbe9 · 21bdbe9
1 parent 35d954c
commit 21bdbe9
Showing 1 changed file with 0 additions and 7 deletions.
diff --git a/bingo/local_optimizers/smcpy_optimizer.py b/bingo/local_optimizers/smcpy_optimizer.py
@@ -9,8 +9,6 @@
 
 from .local_optimizer import LocalOptimizer
 
-import matplotlib.pyplot as plt
-
 
 class SmcpyOptimizer(LocalOptimizer):
     """An optimizer that uses SMCPy for probabilistic parameter calibration
@@ -234,10 +232,6 @@ def _generate_proposal_samples(self, individual, num_samples):
         if self._uniformly_weighted_proposal:
             pdf = np.ones_like(pdf)
 
-        # print(samples)
-        # plt.hist(samples[:, 0], bins=25)
-        # plt.savefig("debug_proposal_hist_L.png")
-
         samples = dict(zip(param_names, samples.T))
         return samples, pdf
 
@@ -261,7 +255,6 @@ def _estimate_covariance(self, individual):
         f, g = self._objective_fn.get_fitness_vector_and_jacobian(
             individual
         )
-        # print(f"f shape {f.shape}")
         h = np.squeeze(individual.evaluate_with_local_opt_hessian_at(self.objective_fn.training_data.x)[1].detach().numpy(),1)
         A = 2*np.sum(np.einsum('...i,...j->...ij', g, g) 
                      + np.expand_dims(f, axis=(1,2))*h, axis=0)