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  1. AUT-Datamining-projects AUT-Datamining-projects Public

    Projects and practical assignments for data mining course at AUT, spring 2022. Projects contain main topics in data mining, such as data preprocessing, clustering, classification and assosiation ru…

    Jupyter Notebook 2

  2. bsc-thesis bsc-thesis Public

    BSc Thesis Implementation, A skeleton-based human action recognition with the help of 2D pose estimation

    Python

  3. NeuroevolutionGame NeuroevolutionGame Public

    Evolutationary game with genetic algorithm and neural network

    Python 7

  4. Recommender-Systems Recommender-Systems Public

    Implementation and analysis of three recommendation algorithms (Naive Approaches, UV matrix decomposition, and Matrix Factorization) on the MovieLens dataset

    Jupyter Notebook

  5. Sequence-Labeling Sequence-Labeling Public

    Sequence Labeling with Hugging Face Transformers on the W-NUT dataset

    Jupyter Notebook

  6. RNN-Based-Arithmetic-Operation RNN-Based-Arithmetic-Operation Public

    Implementation of RNNs and LSTM networks for arithmetic operations on integers, demonstrating encoder-decoder models' effectiveness with text and image inputs.

    Jupyter Notebook