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1. biped-bird-movement-sim biped-bird-movement-sim Public

   Bird and bipedal movement simulations.

   C++ 2

2. cloth_simulation cloth_simulation Public

   Simulating cloth movement with different stiffness, wind strength

   C++ 3 1

3. neural-networks neural-networks Public

   Experimentation with Neural Networks, as well as recommender systems related to movies.

   Jupyter Notebook 1

4. naive-bayes-pca-mds naive-bayes-pca-mds Public

   Implementations of MAP, Naive Bayes, PCA, MDS, ISOMAP and some compression

   Python 3

5. decision-trees-KNN decision-trees-KNN Public

   Implementations of decision trees, decision stumps, data visualization and k-nearest neighbours algorithms

   Python 2

6. regression-regularization regression-regularization Public

   Algorithms for logistic regression, including regularization, soft-max loss and classifier

   Python