Models

Section table of contents

• Auto ML
• Word Embeddings
  • Word2Vec Basics
  • Evaluate pretrained embeddings
• N-Grams
  • N-Grams
  • N-Gram model for ngram lexicon features
  • N-Gram model for unigram lexicon features
• Sentiment Analyers
  • Lexicon-based Sentiment Analysis
  • Evaluate LM with financial phrasebank
  • LM Dictionary vs. finbert vs. T5
• Transformers