simulation-based-inference

There are 47 repositories under simulation-based-inference topic.

  • summaries2

    Language:Python

  • HMM_sbi

    Repo for testing out Simulation Based Inference (sbi) with Hidden Markov Models (HMM)

    Language:Jupyter Notebook1

  • sbisandbox

    Experiments with Simulation-based Inference.

    Language:Jupyter Notebook

  • SIMA

    Simulation-based inference for marine remote sensing

    Language:Python

  • detection_is_truncation

    Detection is truncation: studying source populations with truncated marginal neural ratio estimation. Code repository associated with https://arxiv.org/abs/2211.04291.

    Language:Jupyter Notebook

  • cnv_sims_inference

    Repo for: Avecilla et al (2022) Neural networks enable efficient and accurate simulation-based inference of evolutionary parameters from adaptation dynamics. PLOS Biology. doi:10.1371/journal.pbio.3001633

    Language:HTML

  • SBI_for_EEG

    Master thesis project in 2022, at the @mackelab: In this project, simulation based inference is used to infer micro-parameters of the brain

    Language:Jupyter Notebook

  • summaries

    Comparison of summary statistic selection methods with a unifying perspective.

    Language:Python