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    10 repositories

    • authorship-attribution

      Public
      Small authorship attribution tutorial. Technique: Naive Bayes.
      Python
      •5•5•0•0•Updated Feb 19, 2023Feb 19, 2023

    • vector-biases

      Public
      Tutorial on uncovering biases in semantic spaces
      Python
      •0•0•0•0•Updated May 8, 2022May 8, 2022

    • reinforcement-learning

      Public
      Mini-tutorial on reinforcement learning. Technique: Q-learning.
      Python
      •0•3•2•0•Updated May 1, 2022May 1, 2022

    • recurrent-neural-networks

      Public
      Tutorial on sequence learning with neural networks. Technique: RNNs.
      Python
      •0•1•0•0•Updated Apr 5, 2022Apr 5, 2022

    • SVMs

      Public
      Predicting Alzheimer from people's writing. Technique: SVMs.
      Python
      •2•3•0•0•Updated Mar 22, 2022Mar 22, 2022

    • fruit-fly

      Public
      Unsupervised learning tutorial. Technique: random projections.
      DM
      •0•7•0•0•Updated Mar 16, 2022Mar 16, 2022

    • word-translation

      Public
      Supervised learning tutorial. Technique: Partial Least Square Regression (PLSR)
      DM
      •1•1•0•0•Updated Mar 8, 2022Mar 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.
      Python
      •29•24•0•0•Updated Mar 1, 2022Mar 1, 2022

    • topic-classification

      Public
      Small topic classification tutorial. Technique: Support Vector Machines (SVMs).
      Python
      •0•1•0•0•Updated Apr 10, 2020Apr 10, 2020

    • annotator-agreement

      Public
      Inter-annotator agreement tutorial. Technique: Cohen's Kappa.
      Python
      •2•8•0•0•Updated Mar 2, 2019Mar 2, 2019