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Sequence Models (Sequence Generation (Sequence generation involves…

- - - - Weather Forecasting
        Given a sequence of observations about the weather over time, predict the expected weather tomorrow.
      - Stock Market Prediction
        Given a sequence of movements of a security over time, predict the next movement of the security.
      - Product Recommendation.
        Given a sequence of past purchases of a customer, predict the next purchase of a customer.
- - - - DNA Sequence Classification
        Given a DNA sequence of ACGT values, predict whether the sequence codes for a coding or non-coding region.
      - Anomaly Detection
        Given a sequence of observations, predict whether the sequence is anomalous or not.
      - Sentiment Analysis
        Given a sequence of text such as a review or a tweet, predict whether sentiment of the text is positive or negative.
- - - - Text Generation
        Given a corpus of text, such as the works of Shakespeare, generate new sentences or paragraphs of text that read like Shakespeare.
      - Handwriting Prediction
        Given a corpus of handwriting examples, generate handwriting for new phrases that has the properties of handwriting in the corpus.
      - Music Generation
        Given a corpus of examples of music, generate new musical pieces that have the properties of the corpus.
  - - - Image Caption Generation
        Given an image as input, generate a sequence of words that describe an image. Automatic textual description of images.