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StatisticalMachineLearning

STAT 5387

This repository will contain

  • Indivial Project
    • Transformers (Presentation and Simple GPT code)
  • Group Project
    • Movie Recommender Model
      • Actor Crtic
      • Results to be edited
      • Armed Bandit
      • Resources same as above
      • Classical Methods
      • Results to be edited
      • SVD
      • (optinal) Cosine Similarity (TF-IDF)
      • Testing

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STAT 5387: Includes and indivual project using transfomers and initial GPT implementation, with gruop project demonstrating classic Recommender algorithms for Reinforcemnet Learning (Actor critic and Armed Bandit models), optional TD-IDF consine similarity, and Singular Value Decompositions.

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