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arogozhnikov/README.md

Hi-hello 👋

I enjoy working on really challenging scientific questions that will make a long-term difference. My current focus is biology, but previously I developed a bunch of ML methods for CERN.

You can find my development/ML projects here on github: first of all, check einops (unless you already use it 😏).

Pinned

  1. eindex eindex Public

    Multidimensional indexing for tensors

    Jupyter Notebook 101 2

  2. einops einops Public

    Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

    Python 7.9k 334

  3. python3_with_pleasure python3_with_pleasure Public

    A short guide on features of Python 3 with examples

    3.6k 242

  4. infiniteboost infiniteboost Public

    InfiniteBoost: building infinite ensembles with gradient descent

    Jupyter Notebook 183 23

  5. hep_ml hep_ml Public

    Machine Learning for High Energy Physics.

    Jupyter Notebook 174 64

  6. 3d_nn 3d_nn Public

    Raymarching neural network in browsers with WebGL shaders

    JavaScript 188 31