Topic: simulation-based-inference Goto Github
Some thing interesting about simulation-based-inference
Some thing interesting about simulation-based-inference
simulation-based-inference,Master thesis project in 2022, at the @mackelab: In this project, simulation based inference is used to infer micro-parameters of the brain
User: andererka
simulation-based-inference,Simulation-based inference in JAX
User: dirmeier
Home Page: https://sbijax.rtfd.io
simulation-based-inference,Simulation-based inference using SSNL
User: dirmeier
simulation-based-inference,Correlation functions versus field-level inference in cosmology: example with log-normal fields
User: florent-leclercq
Home Page: https://florent-leclercq.eu
simulation-based-inference,Arbitrary Marginal Neural Ratio Estimation for Likelihood-free Inference
User: francois-rozet
simulation-based-inference,
User: hyunjimoon
Home Page: https://hyunjimoon.github.io/SBC
simulation-based-inference,Evaluating model calibration methods for sensitivity analysis, uncertainty analysis, optimisation, and Bayesian inference
User: jbris
Home Page: https://jbris.github.io/model-calibration-evaluation/
simulation-based-inference,Probing the nature of dark matter by inferring the dark matter particle mass with machine learning and stellar streams.
User: joerihermans
simulation-based-inference,Bayesian inference tools. Including state-of-the-art inference methods: HMC family, ABC family, Data assimilation, and so on. Part of Mathepia.jl
Organization: juliaepi
simulation-based-inference,(NeurIPS 2022) Fast Bayesian Inference with Batch Bayesian Quadrature via Kernel Recombination
User: ma921
simulation-based-inference,Fast Bayesian optimization, quadrature, inference over arbitrary domain with GPU parallel acceleration
User: ma921
simulation-based-inference,Density estimation likelihood-free inference. No longer actively developed see https://github.com/mackelab/sbi instead
Organization: mackelab
Home Page: http://www.mackelab.org/delfi
simulation-based-inference,Research code and results for the paper "Simulation-based inference for computational connectomics" (Boelts et al. 2023 PLoS CB, @janfb)
Organization: mackelab
simulation-based-inference,
User: matteoruth
simulation-based-inference,Code for reproducing the experiments in the paper Neural Empirical Bayes: Source Distribution Estimation and its Applications to Simulation-Based Inference.
User: maximevandegar
simulation-based-inference,SBI Workshop jointly by Helmholtz AI + ML ⇌ Science Colaboratory
Organization: mlcolab
Home Page: https://mlcolab.org/resources/simulation-based-inference-for-scientific-discovery
simulation-based-inference,Code for the paper "Towards Reliable Simulation-Based Inference with Balanced Neural Ratio Estimation".
Organization: montefiore-ai
simulation-based-inference,A Python toolkit for (simulation-based) inference and the mechanization of science.
Organization: montefiore-ai
simulation-based-inference,Julia package for neural estimation
User: msainsburydale
simulation-based-inference,pyLFI is a Python toolbox using likelihood-free inference (LFI) methods for estimating the posterior distributions of model parameters.
User: nicolossus
Home Page: https://pylfi.readthedocs.io
simulation-based-inference,Detection is truncation: studying source populations with truncated marginal neural ratio estimation. Code repository associated with https://arxiv.org/abs/2211.04291.
User: noemiam
Home Page: https://arxiv.org/abs/2211.04291
simulation-based-inference,A simulation-based Inference (SBI) library designed to perform analysis on a wide class of gravitational wave signals
Organization: peregrine-gw
simulation-based-inference,Likelihood-free AMortized Posterior Estimation with PyTorch
Organization: probabilists
Home Page: https://lampe.readthedocs.io
simulation-based-inference,Automatically convert Julia methods to Gen functions.
Organization: probcomp
simulation-based-inference,Created for benchmarking different techniques to search for CP violation in the HWW vertex in leptonic WH production.
User: rbarrue
Home Page: https://arxiv.org/abs/2308.02882
simulation-based-inference,Simulation-based inference toolkit
Organization: sbi-dev
Home Page: https://sbi-dev.github.io/sbi/
simulation-based-inference,Community-sourced list of papers and resources on neural simulation-based inference.
User: smsharma
simulation-based-inference,Hierarchical neural implicit inference over event ensembles. Code repository associated with https://arxiv.org/abs/2306.12584.
User: smsharma
Home Page: https://arxiv.org/abs/2306.12584
simulation-based-inference,Normalizing flow models allowing for a conditioning context, implemented using Jax, Flax, and Distrax.
User: smsharma
simulation-based-inference,GPU and TPU implementation of parallelized ABC inference for a stochastic epidemiology model for COVID-19
User: sourabhkul
simulation-based-inference,This repo contains examples of how to use Simulink simulation to perform simulation-based inference calculations in Python
User: spinkoo
simulation-based-inference,Repo for testing out Simulation Based Inference (sbi) with Hidden Markov Models (HMM)
User: svenwientjes
simulation-based-inference,Conduct simulation-based inference on strong gravitational lensing systems.
User: swagnercarena
simulation-based-inference,Example of a fully Bayesian forecast using evidence networks applied to 21-cm cosmology
User: thomasgesseyjones
Home Page: https://arxiv.org/abs/2309.06942
simulation-based-inference,Comparison of summary statistic selection methods with a unifying perspective.
User: tillahoffmann
Home Page: https://arxiv.org/abs/2206.02340
simulation-based-inference,
User: tillahoffmann
simulation-based-inference,Neural Simulation-based Inference with GNN for Jeans Modeling
User: trivnguyen
simulation-based-inference,A system for scientific simulation-based inference at scale.
Organization: undark-lab
simulation-based-inference,Companion code to Confavreux*, Ramesh*, Goncalves, Macke* & Vogels*, Meta-learning families of plasticity rules in recurrent spiking networks using simulation-based inference, NeurIPS 2023
Organization: vogelslab
Home Page: https://openreview.net/forum?id=FLFasCFJNo
simulation-based-inference,Simulation-based (likelihood-free) inference customized for astronomical applications
User: wangbingjie
simulation-based-inference,A short course on simulation-based infernce for physics at YSDA in April 2021
Organization: yandexdataschool
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