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1. medical-deep-learning-project medical-deep-learning-project Public

   Deep learning project for skin lesion classification using CNNs and calibration methods. Includes training, evaluation, and visualization scripts.

   Python 2

2. Matrix-multiplication-comparison Matrix-multiplication-comparison Public

   Comparison between different ways of multiplying matrices in C++ and Python. The standard textbook method, block method with cache, BLAS, and Numpy were compared. A detailed report is provided. Thi…

   TeX 1

3. Monte-Carlo-Volume-Approximation Monte-Carlo-Volume-Approximation Public

   Implementation of monte carlo simulations for approximation of volumes of high-dimensional spheres. Uses C++ and OpenMP for parallelized simulations. A detailed latex report is provided

   TeX

4. mandelbrot-fractal-generation mandelbrot-fractal-generation Public

   Parallelized code for generating videos of fractals on mandelbrot set. Used on C++ using MPI. Includes reports and a beautiful sample video zooming on a fractal

   TeX

5. linear-regression-cuda linear-regression-cuda Public

   Implementation of linear regression on CPU and GPU. Uses C++ and CUDA for parallelized compuatations. A detailed latex report is provided

   C++

6. gravitational-potential-calculation gravitational-potential-calculation Public

   Comparison between different ways of calculating Plummer's potential

   Python