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README.md
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@@ -11,7 +11,7 @@ This is a keras model that gives a binary response showing how secure is a passw
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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).
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This model has a [huggignface space](https://huggingface.co/spaces/MoyAI/password-security). You can visit the link to try using the model online.
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## Model & Training
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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.
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The model embeds every input character with the ord() builtin python function. The model has `128 969` dense layer parameters.
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## Evaluation
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On training the model had:
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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).
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This model has a [huggignface space](https://huggingface.co/spaces/MoyAI/password-security). You can visit the link to try using the model online.
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## Model & Training
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The model was trained on 4,2MiB (`200 000` lines) of .csv data for 2 epochs on Adam with learning rate 0.00001, batch size 4 and mse loss.
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The model embeds every input character with the ord() builtin python function. The model has `128 969` dense layer parameters.
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## Evaluation
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On training the model had:
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