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GitHub topics: approximate-bayesian-inference

ICB-DCM/pyABC

distributed, likelihood-free inference

Language: Python - Size: 46.5 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 216 - Forks: 45

aleximmer/Laplace

Laplace approximations for Deep Learning.

Language: Python - Size: 46.3 MB - Last synced at: 6 days ago - Pushed at: 2 months ago - Stars: 508 - Forks: 79

AaltoML/BayesNewton

Bayes-Newton—A Gaussian process library in JAX, with a unifying view of approximate Bayesian inference as variants of Newton's method.

Language: Python - Size: 1.34 MB - Last synced at: 20 days ago - Pushed at: over 1 year ago - Stars: 233 - Forks: 30

Eawag-SIAM/SimulatedAnnealingABC.jl

Approximate Bayesian Computation algorithm based on simulated annealing

Language: Julia - Size: 3.52 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 2 - Forks: 0

phuijse/BLNNbook

Bayesian Learning and Neural Networks (jupyter book sources)

Language: Jupyter Notebook - Size: 47.3 MB - Last synced at: 3 months ago - Pushed at: about 2 years ago - Stars: 53 - Forks: 8

AaltoML/kalman-jax

Approximate inference for Markov Gaussian processes using iterated Kalman smoothing, in JAX

Language: Jupyter Notebook - Size: 17.8 MB - Last synced at: 7 months ago - Pushed at: almost 2 years ago - Stars: 96 - Forks: 13

mingzhang-yin/SIVI

A variational inference method with accurate uncertainty estimation. It uses a new semi-implicit variational family built on neural networks and hierarchical distribution (ICML 2018).

Language: MATLAB - Size: 740 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 53 - Forks: 14

JuliaApproxInference/LikelihoodfreeInference.jl

Likelihood-Free Inference for Julia.

Language: Julia - Size: 11.2 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 0

WilliamYi96/Variational-Inference

Generative Models

Size: 63.1 MB - Last synced at: over 2 years ago - Pushed at: about 7 years ago - Stars: 13 - Forks: 2