From f9b910587aee15445179e5f4efe42e432b7a8a61 Mon Sep 17 00:00:00 2001
From: nepslor <nepslor@gmail.com>
Date: Thu, 14 Dec 2023 16:49:52 +0100
Subject: [PATCH] corrected restoring of saved pars

---
 pyforecaster/forecasting_models/neural_forecasters.py | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/pyforecaster/forecasting_models/neural_forecasters.py b/pyforecaster/forecasting_models/neural_forecasters.py
index f148019..4783dc4 100644
--- a/pyforecaster/forecasting_models/neural_forecasters.py
+++ b/pyforecaster/forecasting_models/neural_forecasters.py
@@ -315,10 +315,10 @@ def fit(self, inputs, targets, n_epochs=None, savepath_tr_plots=None, stats_step
                 k += 1
             if finished:
                 break
-            if len(val_loss)>1:
-                if val_loss[-1] > val_loss[-2]:
-                    pars = old_pars
-            self.pars = pars
+        if len(val_loss)>2:
+            if val_loss[-1] > val_loss[-2]:
+                pars = old_pars
+        self.pars = pars
         super().fit(inputs_val_0, targets_val_0)
         return self