toxic-classifier

Kaggle's Toxic Comment Classification Challenge

Classifier engine for toxic online comments

Model Zoo

• Standard BiRNN
• BiRNN with Attention
• Mixed Char (with conv) + Token BiRNN
• Char-level CNN-LSTM
• Word-level LSTM-CNN

Repository Organisation

• data - Placeholder for input/output data
• logs - Placeholder for tensorflow logs for tboard
• models - Placeholder for saving models
• notebooks - IPython Experiments
• src - Source code
  • data - Script to preprocess dataset
  • models - Script and utilities to train and eval models

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Project based on the cookiecutter data science project template. #cookiecutterdatascience