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  1. labyrinth labyrinth Public

    The goal is to carry the rod from the top left corner of the labyrinth to the bottom right corner.

    Python

  2. Kaggle-NN Kaggle-NN Public

    Feature engineering+feature interaction+ANN to top the chart of ML kaggle competition

    HTML

  3. Transfer-learning Transfer-learning Public

    Image classification of CIFAR-10 using transfer learning.

    HTML

  4. Recommender-systems Recommender-systems Public

    Recommender systems on the movielens dataset implemented in Python.

    Jupyter Notebook

  5. MaxSAT-Clustering MaxSAT-Clustering Public

    Coded a Python implementation of the method described in the paper published in 2013 by Jeremias Berg and Matti Järvisalo.

    Jupyter Notebook

  6. Density-estimation Density-estimation Public

    Kernel Density Estimation and Gaussian Mixtures Models hyperparameter tunning using mean integrated square error (MISE) and K-fold cross-validation.

    Jupyter Notebook