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1. parallel-kmeans-cuda parallel-kmeans-cuda Public

   Three implementations of parallel k-means clustering algorithm using CUDA and C++ language.

   Cuda

2. bfs-cuda-gpu bfs-cuda-gpu Public

   Implementation of parallel Breadth First Algorithm for graph traversal using CUDA and C++ language.

   C++ 35 7

3. neural-network neural-network Public

   Neural network with arbitrary number of hidden layers and various activation function and losses implemented from scratch (numpy).

   Jupyter Notebook

4. cifar cifar Public

   Image classification with neural networks. Implementation of a WideResnet architecture which achieved 94.17 accuracy on Kaggle Cifar-10 testset.

   Jupyter Notebook

5. easy-ml easy-ml Public

   Random notebooks exploring basics of various Machine Learning Topics (RNNs, GANs, Monte Carlo, Bayesian Statistics)

   Jupyter Notebook