AreYouMad?

A powerful python script to find toxic messages using TensorFlow.

Things to know

How Big Is The Data Set?

• 140MB when unziped.

Can I Save The Model?

• Yes! by entering "y" when promted to save the model you will save the model to the current directory.
• Currently, the script is unable to use a saved model.
  • This will be added soon.

How long will this take to run?

• For my laptop (Maxed out 2022 M2 Macbook Air), it took around 10 minutes to do 100 Epochs.
• The time the script takes is dependent on the epochs variable.

Is There Anything Explict In The Data?

• Yes, because the data comes from wikipedia users, their are a large amount of hatful and inaproprate messages.
• I do not support any of the hateful messages in the data.

Where Does The Data Come From?

• Here!

Required Libarys

• Tensorflow (2.14.0+)

• Numpy

• Matplotlib

• To install, run:

  • pip install tensorflow

  • pip install numpy

  • pip install matplotlib

  • For OSX/MacOS replace pip with pip3

Its Not Working!

• Use the examples list to input your messages.
• Dont forget to run the OrganiseData.py file to format and organize the data set!
• Make sure you unzip the data before use.
• Run the python file as a notebook (.ipynb).