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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