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sbi-dev
sbi

sbi is a Python package for simulation-based inference, designed to meet the needs of both researchers and practitioners. Whether you need fine-grained control or an easy-to-use interface, sbi has you covered.

14K 823 243
icb-dcm
pyabc

distributed, likelihood-free inference

8K 220 45
probabilists
lampe

Likelihood-free AMortized Posterior Estimation with PyTorch

2K 134 12
undark-lab
swyft

A system for scientific simulation-based inference at scale.

965 171 19
GilesStrong
pytorch-inferno

PyTorch implementation of inference aware neural optimisation (de Castro and Dorigo, 2018 https://www.sciencedirect.com/science/article/pii/S0010465519301948)

356 4 1
florent-leclercq
pyselfi

Simulator Expansion for Likelihood-Free Inference (SELFI): a python implementation

184 10 1
kimmo1019
pyroundtrip

Roundtrip: density estimation with deep generative neural networks

109 64 14
florent-leclercq
lotkavolterra-simulator

Simulator of the Lotka-Volterra prey-predator system with demographic and observational noise and biases

74 3 0
synthesizer-project
synference

Flexible SED fitting using Synthesizer, powered by Simulation Based Inference

54 12 2
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