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harishk30/README.md

harishkk.com | hkrishnakumar [at] princeton.edu

Interested in ML, physics, computer science, and their intersections.

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  1. RingGalaxiesCNNAnalysis RingGalaxiesCNNAnalysis Public

    A convolutional neural network to detect ring galaxies and a SED fitting pipeline to estimate their properties.

    Jupyter Notebook 3

  2. SmartLEDControl SmartLEDControl Public

    Sync LED lights to Spotify songs. Take a user prompt and generate a custom LED theme.

    Python

  3. DwarfGalaxyAnalysis DwarfGalaxyAnalysis Public

    Study of dwarf satellite galaxies in xSAGA data. Analyzing how different properties of hosts affect satellite formation.

    Jupyter Notebook

  4. CamelsHeteroGNN CamelsHeteroGNN Public

    Training a heterogeneous GNN to determine cosmological parameters from galaxies in the CAMELS suite of simulations.

    Jupyter Notebook