Data Mining For development Create virtual environment with virtualenv .venv. Activate venv with .venv\Scripts\activate.bat. Launch jupyter lab with jupyter-lab. Lab 1 basic data selection visualization pandas iris, zoo and autos datasets Lab 2 k-nearest neighbors kd-tree and ball tree generating n-dimensional data linearly separable generating checkerboard Lab 3 k-means fixing permutations - clusterization jaccard PCA visualization Gaussian Mixture Agglomerative Clustering zoo dataset image compression with clusterization Lab 4 markov model words as states letters as states prime ministers exposes dataset Lab 5 hidden markov model with https://github.com/maximtrp/mchmm weather dataset
