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SamuelWiqvist/README.md

Some of my work

Research

Tutorials

Talks

Other

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  1. PENs-and-ABC PENs-and-ABC Public

    Code for the paper "Partially Exchangeable Networks and Architectures for Learning Summary Statistics in Approximate Bayesian Computation"

    Jupyter Notebook 5 1

  2. adamcmcpaper adamcmcpaper Public

    Algorithms and case studies for the paper "Accelerating delayed-acceptance Markov chain Monte Carlo algorithms".

    Julia 4

  3. efficient_SDEMEM efficient_SDEMEM Public

    Code for the paper: "Efficient inference for stochastic differential mixed-effects models using correlated particles pseudo-marginal algorithms"

    Jupyter Notebook 1

  4. ApproximateBayesianComputation.jl ApproximateBayesianComputation.jl Public

    Julia implementation of some ABC algorithms.

    Julia 2

  5. introlikelihoodfree introlikelihoodfree Public

    Some simple examples on likelihood-free methods.

    Jupyter Notebook

  6. snpla snpla Public

    Code for the paper "Sequential Neural Posterior and Likelihood Approximation"

    Jupyter Notebook 2 1