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shoelim/README.md

Hi there! I am an applied mathematician working in machine learning 🤓

🔭 Research focus: Foundations of modern ML

🌱 Project topics: ML x random dynamical systems, sequence modeling, robust and reliable ML, implicit regularization and optimization in ML

⚡ Programming: Python, PyTorch, JAX, C++

📚 Reading list: Here

🚀 Other interests: Applied ML, software engineering, mathematical finance

Pinned

  1. mpgd mpgd Public

    Python 1

  2. neuraldiffeq_cifar10c neuraldiffeq_cifar10c Public

    Python

  3. predicting-rare-critical-transitions-in-multiscale-systems predicting-rare-critical-transitions-in-multiscale-systems Public

    Python 5 2

  4. erichson/NoisyMix erichson/NoisyMix Public

    Python 9

  5. numericsSDE numericsSDE Public

    Jupyter Notebook

  6. geothermal geothermal Public

    C++