codemeta.json

{
    "@context": "https://doi.org/10.5063/schema/codemeta-2.0",
    "@type": "SoftwareSourceCode",
    "name": "sbi: Simulation-based inference toolkit",
    "description": "Simulation-based inference is the process of finding parameters of a simulator from observations. The PyTorch package sbi performs simulation-based inference by taking a Bayesian approach to return a full posterior distribution over the parameters, conditional on the observations. This posterior can be amortized (<i>i.e.</i> useful for any observation) or focused (<i>i.e.</i>tailored to a particular observation), with different computational trade-offs. The code offers a simple interface for one-line posterior inference.",
    "identifier": "ascl:2306.002",
    "author": [
        {
            "@type": "Person",
            "givenName": "Alvaro",
            "familyName": "Tejero-Cantero",
            "@id": "http://orcid.org/0000-0002-8768-4227"
        },
        {
            "@type": "Person",
            "givenName": "Jan",
            "familyName": "Boelts",
            "@id": "http://orcid.org/0000-0003-4979-7092"
        },
        {
            "@type": "Person",
            "givenName": "Michael",
            "familyName": "Deistler",
            "@id": "http://orcid.org/0000-0002-3573-0404"
        },
        {
            "@type": "Person",
            "givenName": "Jan-Matthis",
            "familyName": "Lueckmann",
            "@id": "http://orcid.org/0000-0003-4320-4663"
        },
        {
            "@type": "Person",
            "givenName": "Conor",
            "familyName": "Durkan",
            "@id": "http://orcid.org/0000-0001-9333-7777"
        },
        {
            "@type": "Person",
            "givenName": "Pedro",
            "familyName": "Gonçalves",
            "@id": "http://orcid.org/0000-0002-6987-4836"
        },
        {
            "@type": "Person",
            "givenName": "David",
            "familyName": "Greenberg",
            "@id": "http://orcid.org/0000-0002-8515-0459"
        },
        {
            "@type": "Person",
            "givenName": "Jakob",
            "familyName": "Macke",
            "https://orcid.org/0000-0001-5154-8912"
        }
    ],
    "citation": "https://doi.org/10.21105/joss.02505",
    "relatedLink": [
        "https://sbi-dev.github.io/sbi/"
    ],
    "codeRepository": [
        "https://github.com/mackelab/sbi/"
    ],
    "referencePublication": [
        {
            "@type": "ScholarlyArticle",
            "url": "https://joss.theoj.org/papers/10.21105/joss.02505",
            "@id": "https://doi.org/10.21105/joss.02505"
        }
    ],
    "version": "0.21.0",
    "license": "https://spdx.org/licenses/AGPL-3.0-only.html"
}