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1. page_rank page_rank Public

   Modeling page rank with random walkers. Cpp sparse matrix implementation of the LU-decomposition algorithm.

   C++

2. knn_pca_sentiment_analysis knn_pca_sentiment_analysis Public

   Clustering of IMDB reviews based on the word frequencies. Cpp implementation of principal component analysis (PCA) and k-neares neighbours (KNN).

   Jupyter Notebook

3. image_reconstruction image_reconstruction Public

   Simulating noise in computed tomography. Reconstructing images with singular value decomposition (SVD) least squares cpp implementation.

   Jupyter Notebook

4. assembly_data_structures assembly_data_structures Public

   Various implementations of classical data structures with assembler.

   C

5. assembly_SIMD_image_filters assembly_SIMD_image_filters Public

   Series of SIMD assembly image filter implementations, benchmarking versus non-parallel versions.

   Jupyter Notebook

6. multithreading_prims_algorithm multithreading_prims_algorithm Public

   Prim's algorithm multithreading implementation. POSIX API standard was used.

   Jupyter Notebook