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  1. frnn_emotion_detection frnn_emotion_detection Public

    Code for 3 papers: 1) "Fuzzy-Rough Nearest Neighbour Approaches for Emotion Detection in Tweets"; 2) "LT3 at SemEval-2022 Task 6: Fuzzy-Rough Nearest neighbor Classification for Sarcasm Detection";…

    Jupyter Notebook 6 2

  2. master_thesis master_thesis Public

    Master thesis "Entity linking via topic models in Apache Spark" made in Tartu University with support of Inforegister company.

    Jupyter Notebook

  3. sentence_similarity sentence_similarity Public

    NLP tools for sentence similarity, text classification, text clusterization etc.

    Jupyter Notebook 1

  4. scientific_data_computing scientific_data_computing Public

    "Word2Vec for Russian text" - my project for course "Scientific Data Computing" in University of Tartu. It was presented as 20-minutes talk on 6th Estonian Digital Humanities Conference at Septembe…

    Jupyter Notebook

  5. Int20h_Petitions Int20h_Petitions Public

    Project for "Int20h" Hackathon (Kyiv, Ukraine 2018). First place in "Data Science" branch.

    Jupyter Notebook 2

  6. bachelor_thesis bachelor_thesis Public

    Bachelor thesis "Comparison of some methods of machine learning for the analysis of text information" at Kyiv Polytechnic Institute, Institute of Applied Systems Analysis.

    Jupyter Notebook 2