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  1. sigkernel sigkernel Public

    Differentiable computations for the signature-PDE-kernel on CPU and GPU.

    Python 47 14

  2. torchspde torchspde Public

    Neural Stochastic PDEs: resolution-invariant modelling of continuous spatiotemporal dynamics

    Jupyter Notebook 41 8

  3. sktree sktree Public

    Code implementation for "SK-Tree: a systematic malware detection algorithm on streaming trees via the signature kernel"

    Jupyter Notebook 4 3

  4. hallareas hallareas Public

    This repository contains python code to perform computations with (Hall) integrals and (Hall) areas

    Jupyter Notebook 1

  5. sigkerax sigkerax Public

    GPU-amenable PDE solver for signature kernels in JAX

    Python 3 1

  6. oxford_dphil oxford_dphil Public

    Various work done during Oxford DPhil.

    Jupyter Notebook 2 2