Update README.md

README.md

@@ -6,6 +6,13 @@ tags:
 - password
 ---
 
+# Password security classifier
 This is a keras model that gives a binary response showing how secure is a password. The `start.py` file has a `clf` function that inputs a string of a password and responds with a 0-1 float value. 1 means secure and 0 insecure.
 I used this password list as a dataset + random password generation using the `random` library (I know, it's not very secure but this is for a dataset).
-https://github.com/Legoclones/password-cracking/blob/main/dictionaries/rockyou-15.txt
+## Model & Training
+The model was trained on 4,2MiB of .csv data for 2 epochs on Adam with learning rate 0.00001, batch size 4 and mse loss.
+The model embeds every input character with the ord() builtin python function. The model has `128 128` dense layer parameters.
+## Evaluation
+The evaluation of the model on a test dataset shows:
+**loss** - 
+**accuracy** -