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michaldyczko/README.md

Hi! 👋

Welcome to my profile page! My name is Michał Dyczko, living in Warsaw/Poland.

I work as a Full-Stack Web Developer specialized in Django. By training, I am a Machine Learning Engineer focused on deep learning, doing my research in Computer Vision, in Learned Image Compression specifically.

🔧 Technologies & Tools

Here is my main technological stack:

📈 Github Stats

GitHub stats Top Langs

🔭 My Projects

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  1. pytorch-parametrizations pytorch-parametrizations Public

    PyTorch implementation of the spectral parametrization of the weights of a 2D convolutional layer, as introduced in the paper "Efficient Nonlinear Transforms for Lossy Image Compression" by Johanne…

    Python 1

  2. pytorch-smartcrop pytorch-smartcrop Public

    Smartcrop transform for PyTorch

    Python

  3. gradientnorm-autoclipper gradientnorm-autoclipper Public

    Allows automatic gradient norm clipping. This feature can help to stabilize training in certain situations by limiting the magnitude of gradient updates. The implementation is inspired by the paper…

    Python