clean and refactor code for submission

1 files changed, 7 insertions, 5 deletions

diff --git a/hyperparameters.py b/hyperparameters.py
index ac2beda8..180eaf85 100644
--- a/hyperparameters.py
+++ b/hyperparameters.py
@@ -9,19 +9,21 @@ Number of epochs. If you experiment with more complex networks you
 might need to increase this. Likewise if you add regularization that
 slows training.
 """
-num_epochs = 200
+num_epochs = 500
 
 """
 A critical parameter that can dramatically affect whether training
 succeeds or fails. The value for this depends significantly on which
 optimizer is used. Refer to the default learning rate parameter
 """
-learning_rate = 1e2
+learning_rate = .002
+
+beta_1 = .99
+
+epsilon = 1e-1
 
 momentum = 0.01
 
 alpha = .05
-beta = 5
-# alpha = 1e-5
 
-# beta = 1e-2
+beta = 5