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@pharo-ai

pharo-ai

Artificial Intelligence and Machine Learning in Pharo

Pinned

  1. List of projects, books, booklets, papers, and applications related to machine learning, AI, data science in Pharo

    50 5

  2. Datasets Public

    Loading datasets into Pharo

    Smalltalk 6

  3. APriori Public

    Implementation of A-Priori algorithm in Pharo

    Smalltalk 2

  4. k-means Public

    K-means clustering in Pharo

    Smalltalk 3

  5. A graph algorithms library implemented in Pharo

    Smalltalk 12 4

  6. Linear models like linear and logistic regression implementation

    Smalltalk 1

Repositories

  • wiki Public

    The Pharo-AI Wiki

    0 MIT 0 0 0 Updated Feb 2, 2022
  • graph-algorithms Public

    A graph algorithms library implemented in Pharo

    Smalltalk 12 MIT 4 6 0 Updated Feb 2, 2022
  • linear-models Public

    Linear models like linear and logistic regression implementation

    Smalltalk 0 MIT 1 3 0 Updated Feb 2, 2022
  • metrics Public

    Implementation of Machine Learning metrics for Pharo

    Smalltalk 2 MIT 0 5 0 Updated Feb 2, 2022
  • edit-distances Public

    Several edit distances algorithms implemented in Pharo

    Smalltalk 0 1 12 0 Updated Feb 2, 2022
  • random-partitioner Public

    Pharo library for partitioning a collection. Given a set of proportions (e.g. 50%, 30%, and 20%), it shuffles the collection and divides it into non-empty subsets in such a way that every element is included in exactly one subset. Can be used in machine learning and statistical analysis for splitting data into training, validation, and test sets.

    Smalltalk 1 MIT 0 0 0 Updated Jan 31, 2022
  • naive-bayes-classifier Public

    A multinomial Naive Bayes classifier implemented in Pharo

    Smalltalk 1 MIT 0 1 0 Updated Jan 27, 2022
  • k-means Public

    K-means clustering in Pharo

    Smalltalk 3 MIT 0 3 0 Updated Jan 27, 2022
  • spelling-correction Public

    A spelling correction algorithm that can identify and fix spelling mistakes

    Smalltalk 0 MIT 0 0 0 Updated Jan 27, 2022
  • tf-idf Public

    Implementation of TF-IDF in Pharo

    Smalltalk 2 MIT 0 0 0 Updated Jan 27, 2022