Machine Learning Engineer, formerly a student at Warsaw University of Technology
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parallel-kmeans-cuda
parallel-kmeans-cuda PublicThree implementations of parallel k-means clustering algorithm using CUDA and C++ language.
Cuda
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bfs-cuda-gpu
bfs-cuda-gpu PublicImplementation of parallel Breadth First Algorithm for graph traversal using CUDA and C++ language.
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neural-network
neural-network PublicNeural network with arbitrary number of hidden layers and various activation function and losses implemented from scratch (numpy).
Jupyter Notebook
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cifar
cifar PublicImage classification with neural networks. Implementation of a WideResnet architecture which achieved 94.17 accuracy on Kaggle Cifar-10 testset.
Jupyter Notebook
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easy-ml
easy-ml PublicRandom notebooks exploring basics of various Machine Learning Topics (RNNs, GANs, Monte Carlo, Bayesian Statistics)
Jupyter Notebook
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