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galNess/README.md

Hello world 👋

Here is a curated collection of my latest GitHub projects. Feel free to use or contribute to any of them!

My publication record can be found on galNess.github.io.

As a researcher, I am always on the lookout for new and exciting challenges to take or collaborate on, as they provide opportunities to learn and grow. If you would like to connect, please reach out via LinkedIn.


  • CityLearn MAD CATS: Our implementation of a solution for the NeurIPS 2022 CityLearn challenge, featuring novel ideas for multi-agent, distributed control tree search. These techniques allowed us to effectively explore and exploit information from the relatively far future.

python PyTorch

  • absDL: A codebase that enables single-shot absorption imaging of ultracold atoms using deep learning. This project is a U-net implementation supplemented with the image preparation steps required for atomic absorption frames.

python Keras MATLAB

  • Two is all you need: A fun project completed for the Technion's Deep Learning course (EE046211), in which we used transformers with specialized positional encoding layers to predict information from a third axis based on data from two gyro axes.

python PyTorch

  • arXiv reformatter: A script that automatically cleans and organizes daily arXiv digest emails using GitHub actions.

python

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  1. RoyElkabetz/CityLearn-MAD-CATS RoyElkabetz/CityLearn-MAD-CATS Public

    Jupyter Notebook 3 3

  2. absDL/absDL.github.io absDL/absDL.github.io Public

    repo for deep-learning-enabled single-shot absorption imaging of ultracold atoms

    Python 13 5

  3. arxiv-reformatter arxiv-reformatter Public

    Forked from patrickloeber/python-github-action-template

    Schedule a Python script to reformat arXiv emails with GitHub Actions

    Python 2

  4. Two-is-all-you-need Two-is-all-you-need Public

    pytorch transformer that predicts third gyroscope axis from the first two (XY2Z)

    Python

  5. galNess.github.io galNess.github.io Public

    personal website/ publication list

    JavaScript