some examples with the use of pyro (http://pyro.ai/)
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Updated
Nov 11, 2017
some examples with the use of pyro (http://pyro.ai/)
A cloud computing coursework on bigdata etc
Shares module for PyroCMS3
Locations module for PyroCMS 3
🔥 An indexed data burning tool designed for humans
Comparison of the impact the Fast Gradient Sign Attack has on a Deep Neural Networks and a Bayesian Neural Networks.
An experimental application for generating propositional logic expressions using probabilistic programming to classify sentences containing definitions.
ARIMA time series implementation in PyTorch with optional support for Bayesian priors.
Evaluating Deep Gaussian processes
Proof-of-principle application of Gaussian process modeling to gamma-ray analyses. Code repository associated with the paper https://arxiv.org/abs/2010.10450.
Exploring probabilistic programming & bayesian inference.
Variational Inference for Cell Type Evolution
Deep probabilistic modeling with Pyro. This repository includes various probabilistic models developed based on Pyro, a deep universal probabilistic programming framework backed by PyTorch.
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