created separate file for experiment class

code/methods.py

@@ -7,6 +7,7 @@ import time
 import os
 import dill
 
+from experiment import Experiment
 
 import itertools
 
@@ -172,38 +173,6 @@ class FeedForwardNetwork(_BaseNetwork):
                 bar.update()
         return losses
 
-class Experiment:
-    
-    @staticmethod
-    def from_dill(path):
-        with open(path, "r") as dill_file:
-            return dill.load(dill_file)
-    
-    def __init__(self, name=None, id=None):
-        self.experiment_id = id or time.time()
-        this_file = os.path.realpath(__file__)
-        self.experiment_name = name or os.path.basename(this_file)
-        self.base_dir = os.path.realpath((os.path.dirname(this_file) + "/..")) + "/"
-        self.next_iteration = 0
-    
-    def __enter__(self):
-        self.dir = self.base_dir + "experiments/exp-" + str(self.experiment_name) + "-" + str(self.experiment_id) + "-" + str(self.next_iteration) + "/"
-        os.mkdir(self.dir)
-        print("** created " + str(self.dir))
-        return self
-    
-    def __exit__(self, exc_type, exc_value, traceback):
-        self.save(experiment=self)
-        self.next_iteration += 1
-    
-    def save(self, **kwargs):
-        for name,value in kwargs.items():
-            with open(self.dir + "/" + str(name) + ".dill", "wb") as dill_file:
-                dill.dump(value, dill_file)
-        
-    
-
-
 if __name__ == '__main__':
     with Experiment() as exp:
         features, cells, layers = 2, 2, 2