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  • SISSA
  • Trieste - Italy

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CristopherErazo/README.md

Hello world! 👋

I'm a PhD student at SISSA, exploring the theoretical foundations of machine learning. My current research focuses on understanding how data correlations shape the learning dynamics of neural networks.

🎓 Background

🧑‍💻 Languages and Tools

PythonBashNumPyPyTorchGitGitHubVSCodeLinux

👥 Connect

LinkedIn

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  1. RL-Summer-School-2026RL-Summer-School-2026Public

    Personal notes, code, and resources from the Reinforcement Learning Summer School — June 3–12, 2026 — Politecnico di Milano, Italy.

    Jupyter Notebook 3 1

  2. Hopfield_DimensionalityHopfield_DimensionalityPublic

    Compact tools for sampling spin systems and estimating the Binary Intrinsic Dimension (BID) from binary spin data.

    Jupyter Notebook 1

  3. Spin_SamplerSpin_SamplerPublic

    Project for the course "Development Tools for Scientific Computing" at SISSA 2025.

    Python

  4. Land-OwnershipLand-OwnershipPublic

    Project about land use and subsidies in Europe. Journalism - Data Science Collaboration. Data analysis and interactive visualization with Plotly and Sphinx Documentation.

    Jupyter Notebook

  5. Stochastic-Gradient-DescentStochastic-Gradient-DescentPublic

    Small toolkit to run teacher-student experiments and study learning dynamics with stochastic gradient descent (SGD).

    Python

  6. TransformersTransformersPublic

    Project to study the self attention mechanism in transformers.

    Jupyter Notebook