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@astro-informatics

SciAI @ UCL

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  1. s2fft s2fft Public

    Differentiable and accelerated spherical transforms with JAX

    Python 136 9

  2. harmonic harmonic Public

    Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection

    Python 56 7

  3. proxnest proxnest Public

    Proximal Nested Sampling for high-dimensional Bayesian model selection

    Jupyter Notebook 22 4

  4. s2let s2let Public

    Fast wavelet transforms on the sphere.

    C 14 2

  5. sopt sopt Public

    Sparse OPTimisation using state-of-the-art convex optimisation algorithms.

    C++ 9 10

  6. purify purify Public

    Next-generation radio interferometric imaging.

    C++ 17 13

Repositories

Showing 10 of 46 repositories
  • harmonic Public

    Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection

    astro-informatics/harmonic’s past year of commit activity
    Python 56 GPL-3.0 7 29 0 Updated Nov 15, 2024
  • purify Public

    Next-generation radio interferometric imaging.

    astro-informatics/purify’s past year of commit activity
    C++ 17 GPL-2.0 13 48 5 Updated Nov 14, 2024
  • QuantifAI Public

    PyTorch-based radio-interferometric imaging reconstruction package with scalable Bayesian uncertainty quantification relying on data-driven (learned) priors

    astro-informatics/QuantifAI’s past year of commit activity
    Jupyter Notebook 10 GPL-3.0 0 0 0 Updated Nov 14, 2024
  • sopt Public

    Sparse OPTimisation using state-of-the-art convex optimisation algorithms.

    astro-informatics/sopt’s past year of commit activity
    C++ 9 GPL-2.0 10 39 8 Updated Nov 14, 2024
  • s2fft Public

    Differentiable and accelerated spherical transforms with JAX

    astro-informatics/s2fft’s past year of commit activity
    Python 136 MIT 9 40 2 Updated Nov 14, 2024
  • rcGAN Public Forked from matt-bendel/rcGAN

    A Regularized Conditional GAN for Posterior Sampling in Image Recovery Problems

    astro-informatics/rcGAN’s past year of commit activity
    Jupyter Notebook 0 4 0 1 Updated Nov 13, 2024
  • sleplet Public

    Slepian Scale-Discretised Wavelets in Python

    astro-informatics/sleplet’s past year of commit activity
    Python 7 BSD-3-Clause 1 3 2 Updated Nov 4, 2024
  • s2scat Public

    Differentiable and GPU accelerated scattering covariance statistics on the sphere

    astro-informatics/s2scat’s past year of commit activity
    Jupyter Notebook 8 MIT 1 3 1 Updated Oct 31, 2024
  • so3 Public

    Fast and exact Wigner transforms

    astro-informatics/so3’s past year of commit activity
    C 7 GPL-3.0 3 0 2 Updated Sep 3, 2024
  • s2let Public

    Fast wavelet transforms on the sphere.

    astro-informatics/s2let’s past year of commit activity
    C 14 GPL-3.0 2 10 2 Updated Sep 3, 2024

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