diff --git a/evfs/efs.py b/evfs/efs.py
index c73b144..54c352e 100644
--- a/evfs/efs.py
+++ b/evfs/efs.py
@@ -487,10 +487,11 @@ def select_features(
             )
 
             key_list = list(self.binary_tracker.keys())
-
+            
+            print("solve_this",len(winners),len(population))
             # crossBreed
             for i in range(len(winners) // 2):
-
+                print(i,"__________________")
                 # TODO a single to perform crossbreeding operation
 
                 breeding = random.sample(winners, 2)  # randomly selected creatures
@@ -604,6 +605,7 @@ def select_features(
                 )
 
                 population.append(genecode)
+            print("after cross_over ",len(winners),len(population))
 
             #           mutate
             if command == "chaos":
@@ -653,6 +655,8 @@ def select_features(
 
             print("random creatures created", "\n")
 
+            print("after_everything",len(winners),len(population))
+
             winners = self.__select_winners_top(
                 population, gen, evalFunction, variables
             )
diff --git a/requirements.txt b/requirements.txt
index 4a7b5d4..f7df29c 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,6 +1,3 @@
-auto-sklearn >= 0.12.6
-Keras        >=2.4.3
 numpy        >=1.19.5
 pandas       >=1.1.5
-scikit-learn >= 0.22.1
 matplotlib >= 3.4.1
\ No newline at end of file