Info284

Semesteroppgave info284

LSTM

Complete script for training and evaluating a sentiment analysis model using a LSTM neural network.

Libraries used

numpy (Anaconda) - pip install numpy

pandas (Anaconda) - pip install pandas

tensorflow - pip install tensorflow

• tensorflow.keras.models
  • Sequential
  • load_model
• tensorflow.keras.layers
  • Dense
  • LSTM
  • Dropout
  • Embedding
• tensorflow.keras.preprocessing.text
  • Tokenizer
• tensorflow.keras.preprocessing.sequence
  • pad_sequences

sklearn.metrics (Anaconda) - pip install scikit-learn

• classification_report
• confusion_matrix