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benboyd97/README.md
  • 👋 Hi, I’m @benboyd97
  • 👀 I’m interested in machine learning and data astrononmy
  • 🌱 I’m currently doing a PhD in Astrophysics and Machine Learning at the University of Cambridge
  • 💞️ I’m looking to collaborate on machine learning and data astronomy projects
  • 📫 How to reach me: [email protected]

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  1. DAmodel DAmodel Public

    Implementation of DAmodel from "DAmodel: Hierarchical Bayesian Modelling of DA White Dwarfs for Spectrophotometric Calibration" by Boyd et al.

    Python

  2. RedshiftFlow RedshiftFlow Public

    Imperial College London Advanced Computing Master's project on using JAX Normalising Flows for modelling galaxy redshift posteriors.

    Jupyter Notebook

  3. WordleBot WordleBot Public

    Wordle Bot built to solve Wordle in fewest number of guesses using Information Theory.

    Jupyter Notebook

  4. myGP myGP Public

    Creating my own Gaussian Process using only numpy that can learn a two dimensional surface.

    Jupyter Notebook 1

  5. MyNeuralNetworks MyNeuralNetworks Public

    NumPy and PyTorch implementations of a basic neural network.

    Python

  6. MyDecisionTree MyDecisionTree Public

    NumPy decision tree implementation.

    Python