Unzip the dataset

Open BERT_toxic_Text_classification_model.ipynb

Change the file path

df1 = pd.read_csv('drive/MyDrive/Bert_learn/train.csv',encoding='utf8')

toxic_classification_BERTandBiLSTM_models notebook

Toxicity comment classification by using BERT and BiLSTM model train more epochs to get good accuracy

hist = model.fit([X_train_id, X_train_mask], y_train, validation_data=([X_test_id, X_test_mask], y_test), epochs=1, batch_size=64)