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ml-for-nlp

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  1. build-your-search-engine build-your-search-engine Public

    A repository to learn basic data processing techniques (Wikipedia processing, feature selection), and use them for some basic Web query classification.

    Python 24 29

  2. annotator-agreement annotator-agreement Public

    Inter-annotator agreement tutorial. Technique: Cohen's Kappa.

    Python 8 2

  3. fruit-fly fruit-fly Public

    Unsupervised learning tutorial. Technique: random projections.

    DM 7

  4. authorship-attribution authorship-attribution Public

    Small authorship attribution tutorial. Technique: Naive Bayes.

    Python 5 5

  5. reinforcement-learning reinforcement-learning Public

    Mini-tutorial on reinforcement learning. Technique: Q-learning.

    Python 3

  6. SVMs SVMs Public

    Predicting Alzheimer from people's writing. Technique: SVMs.

    Python 3 2

Repositories

Showing 10 of 10 repositories
  • authorship-attribution Public

    Small authorship attribution tutorial. Technique: Naive Bayes.

    ml-for-nlp/authorship-attribution’s past year of commit activity
    Python 5 5 0 0 Updated Feb 19, 2023
  • vector-biases Public

    Tutorial on uncovering biases in semantic spaces

    ml-for-nlp/vector-biases’s past year of commit activity
    Python 0 0 0 0 Updated May 8, 2022
  • reinforcement-learning Public

    Mini-tutorial on reinforcement learning. Technique: Q-learning.

    ml-for-nlp/reinforcement-learning’s past year of commit activity
    Python 3 0 2 0 Updated May 1, 2022
  • recurrent-neural-networks Public

    Tutorial on sequence learning with neural networks. Technique: RNNs.

    ml-for-nlp/recurrent-neural-networks’s past year of commit activity
    Python 1 0 0 0 Updated Apr 5, 2022
  • SVMs Public

    Predicting Alzheimer from people's writing. Technique: SVMs.

    ml-for-nlp/SVMs’s past year of commit activity
    Python 3 2 0 0 Updated Mar 22, 2022
  • fruit-fly Public

    Unsupervised learning tutorial. Technique: random projections.

    ml-for-nlp/fruit-fly’s past year of commit activity
    DM 7 0 0 0 Updated Mar 16, 2022
  • word-translation Public

    Supervised learning tutorial. Technique: Partial Least Square Regression (PLSR)

    ml-for-nlp/word-translation’s past year of commit activity
    DM 1 1 0 0 Updated Mar 8, 2022
  • build-your-search-engine Public

    A repository to learn basic data processing techniques (Wikipedia processing, feature selection), and use them for some basic Web query classification.

    ml-for-nlp/build-your-search-engine’s past year of commit activity
    Python 24 29 0 0 Updated Mar 1, 2022
  • topic-classification Public

    Small topic classification tutorial. Technique: Support Vector Machines (SVMs).

    ml-for-nlp/topic-classification’s past year of commit activity
    Python 1 0 0 0 Updated Apr 10, 2020
  • annotator-agreement Public

    Inter-annotator agreement tutorial. Technique: Cohen's Kappa.

    ml-for-nlp/annotator-agreement’s past year of commit activity
    Python 8 2 0 0 Updated Mar 2, 2019

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