Elijah's Notes

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5 items under this folder.

  • Feb 12, 2025

    Classification with Multinomial Naive Bayes

    • classification
    • naive-bayes
    • multinomial-naive-bayes
    • text-classification
    • bag-of-words
    • laplace-smoothing
  • Feb 12, 2025

    Tokenization, Segmentation, and Edit Distance

    • tokenization
    • segmentation
    • edit-distance
    • bpe
    • nltk
    • tr
    • regex
    • byte-pair-encoding
  • Jan 14, 2025

    Feedforward Neural Networks

    • neural-networks
    • machine-learning
    • natural-language-processing
    • deep-learning
    • feedforward
    • backpropagation
  • Jan 08, 2025

    Indexing and Information Retrieval

    • tf-idf
    • inverted-index
    • precision
    • recall
    • interpolated_precision_curve
    • mean_average_precision
    • dense_vectors
    • bert
  • Jan 05, 2025

    Multinomial Logistic Regression

    • classification
    • multinomial-logistic-regression
    • machine-learning

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