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1. Coursera-Introduce-in-ML Coursera-Introduce-in-ML Public

   tasks from coursera course (Introduce into ML by Yandex and HSE)

   Python

2. MovieRetrieval MovieRetrieval Public

   Movie recommender system based on NLP, in particular LDA and algorithms of semantic related terms (wordnet synsets)

   Python 1

3. stats-for-data-analysis stats-for-data-analysis Public

   test tasks from https://www.coursera.org/learn/stats-for-data-analysis/

   Jupyter Notebook

4. ML_tasks ML_tasks Public

   includes: kaggle solutions; regression tasks, classification tasks, EDA.

   Jupyter Notebook

5. bayesian-methods-for-ML bayesian-methods-for-ML Public

   Jupyter Notebook

6. Lenta-ru-EDA-and-Topics Lenta-ru-EDA-and-Topics Public

   EDA, pre-processing text on the Russian language, find N-grams, and create topic models (LDA, pLSA) for lenta.ru news.

   Jupyter Notebook