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  1. social-media-prediction social-media-prediction Public

    This is a Kaggle competition as part of the Data Science course at the MILA (IFT6758). We will try to predict the number of likes on social media.

    Jupyter Notebook

  2. text-classification-naive-bayes-implementation text-classification-naive-bayes-implementation Public

    This repository presents the implementation from scratch (using python and numpy only) of Naive Bayes classifier for text classification in the context of a Kaggle competition.

    Python

  3. text-classification-scikit text-classification-scikit Public

    This repository presents the implementation of different classifiers using sci-kit for a text classification competition in Kaggle.

    Python

  4. topic-modeling-lda topic-modeling-lda Public

    We explore and implement LDA in order to estimate topics on various datasets (text documents).

    Python

  5. generative-discriminative-classifier generative-discriminative-classifier Public

    Paper exploring comparison between generative and discriminative classifiers

  6. data-structures-algorithms-ift2015 data-structures-algorithms-ift2015 Public

    Repository for all homeworks in ift2015. Includes Java implementations for LinkedList, Huffman Code and Bloom Filter.

    Java