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pyro-ppl
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Reduced Bayesian Neural Networks are Deterministic Neural Networks with a Bayesian subset of weights. redBNN class computes a MAP estimate of the entire NN and then performs Bayesian inference on a chosen layer or block.
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Feb 4, 2022 - Python
🔥 Collection of PyTorch uses and abuses
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Jun 9, 2020 - Python
A Pyro-PPL implementation of a 2D Ornstein-Uhlenbeck process using stochastic variational inference.
stochastic-differential-equations variational-inference drift-diffusion stochastic-processes ornstein-uhlenbeck stochastic-variational-inference pyro-ppl ornstein-uhlenbeck-process
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Sep 1, 2024 - Python
You know I'm all about the Bayes!
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Jun 25, 2019 - Python
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