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amortized-inference

Here are 5 public repositories matching this topic...

bayesflow-org / bayesflow

A Python library for amortized Bayesian workflows using generative neural networks.

deep-learning parameter-estimation bayesian-inference uncertainty-quantification likelihood-free model-comparison amortized-inference simulation-based invertible-networks

Updated Nov 21, 2024
Python

larslorch / avici

Amortized Inference for Causal Structure Learning, NeurIPS 2022

transformers causality variational-inference causal-inference structure-learning amortized-inference causal-discovery

Updated Mar 10, 2024
Python

bayesflow-org / awesome-amortized-inference

This is a community-driven collection of resources around amortized inference.

awesome bayesian-inference uncertainty-quantification inverse-problems awesome-lists amortized-inference

Updated Nov 9, 2024
TeX

ChunyuanLI / RAS

AISTATS 2019: Reference-based Adversarial Sampling & Its applications to Soft Q-learning

reinforcement-learning adversarial-learning sampling-methods entropy-regularizer amortized-inference

Updated Jan 21, 2019
Jupyter Notebook

jordandeklerk / Amortized-Bayes

Implementing Bayesian neural networks to close the amortization gap in VAEs in PyTorch

artificial-intelligence variational-inference bayesian-statistics variational-autoencoder amortized-inference

Updated Oct 2, 2024
Python

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