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Search results for simulation based inference
simulation-based-inference
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19 search results found
Sbi
⭐
530
Simulation-based inference toolkit
Swyft
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141
A system for scientific simulation-based inference at scale.
Lampe
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104
Likelihood-free AMortized Posterior Estimation with PyTorch
Delfi
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57
Density estimation likelihood-free inference
Awesome Neural Sbi
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44
Community-sourced list of papers and resources on neural simulation-based inference.
Sbc
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43
Hypothesis
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41
A Python toolkit for (simulation-based) inference and the mechanization of science.
Genify.jl
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22
Automatically convert Julia methods to Gen functions.
Basq
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15
(NeurIPS 2022) Fast Bayesian Inference with Batch Bayesian Quadrature via Kernel Recombination
Sbi_pp
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11
Simulation-based (likelihood-free) inference customized for astronomical applications
Sober
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11
Fast Bayesian optimization, quadrature, inference over arbitrary domain with GPU parallel acceleration
Constraining Dark Matter With Stellar Streams And Ml
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11
Probing the nature of dark matter by inferring the dark matter particle mass with machine learning and stellar streams.
Paltas
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10
Conduct simulation-based inference on strong gravitational lensing systems.
Balanced Nre
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9
Code for the paper "Towards Reliable Simulation-Based Inference with Balanced Neural Ratio Estimation".
Peregrine
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9
A simulation-based Inference (SBI) library designed to perform analysis on a wide class of gravitational wave signals
Neuralestimators.jl
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9
Julia package for neural estimation
Jax Conditional Flows
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7
Normalizing flow models allowing for a conditioning context, implemented using Jax, Flax, and Distrax.
Neb
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5
Code for reproducing the experiments in the paper Neural Empirical Bayes: Source Distribution Estimation and its Applications to Simulation-Based Inference.
Sbijax
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5
Simulation-based inference in JAX
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Parameter Estimation Simulation Based Inference (3)
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Normalizing Flows Simulation Based Inference (3)
1-19 of 19 search results
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