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Sep 29, 2023 - Python
simulation-based-inference
Here are 18 public repositories matching this topic...
pyLFI is a Python toolbox using likelihood-free inference (LFI) methods for estimating the posterior distributions of model parameters.
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Dec 4, 2021 - Python
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Mar 26, 2024 - Python
Simulation-based inference using SSNL
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Aug 2, 2023 - Python
Comparison of summary statistic selection methods with a unifying perspective.
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Jun 23, 2023 - Python
Code for reproducing the experiments in the paper Neural Empirical Bayes: Source Distribution Estimation and its Applications to Simulation-Based Inference.
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Jun 21, 2022 - Python
DBNets is a ML-based tool for inferring the mass of putative gap-opening planets in protoplanetary discs. For more details read our paper at this link: https://doi.org/10.1051/0004-6361/202348421.
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Jul 26, 2024 - Python
Arbitrary Marginal Neural Ratio Estimation for Likelihood-free Inference
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Jul 10, 2022 - Python
(NeurIPS 2022) Fast Bayesian Inference with Batch Bayesian Quadrature via Kernel Recombination
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Nov 16, 2023 - Python
Created for benchmarking different techniques to search for CP violation in the HWW vertex in leptonic WH production.
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Feb 12, 2024 - Python
Evaluating model calibration methods for sensitivity analysis, uncertainty analysis, optimisation, and Bayesian inference
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Feb 19, 2024 - Python
Simulation-based inference in JAX
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Jul 19, 2024 - Python
A simulation-based Inference (SBI) library designed to perform analysis on a wide class of gravitational wave signals
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Jun 28, 2024 - Python
A Python toolkit for (simulation-based) inference and the mechanization of science.
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Apr 15, 2022 - Python
Likelihood-free AMortized Posterior Estimation with PyTorch
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Jul 22, 2024 - Python
Conduct simulation-based inference on strong gravitational lensing systems.
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Jul 12, 2024 - Python
Density estimation likelihood-free inference. No longer actively developed see https://github.com/mackelab/sbi instead
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Jul 3, 2020 - Python
Simulation-based inference toolkit
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Jul 25, 2024 - Python
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