The Wayback Machine - https://web.archive.org/web/20220408224241/https://github.com/topics/uncertainty
Skip to content
#

uncertainty

Star

Here are 239 public repositories matching this topic...

Language: All
Filter by language
All 239 Python 96 Jupyter Notebook 50 R 13 C++ 10 Java 9 MATLAB 9 Julia 8 JavaScript 5 HTML 4 Prolog 3
Sort: Best match
Sort options
Best match Most stars Fewest stars Most forks Fewest forks Recently updated Least recently updated

JavierAntoran / Bayesian-Neural-Networks

Star 1.2k
Open

[Question] BBB vs BBB w/ Local Reparameterization

4
danielkelshaw
danielkelshaw commented Apr 30, 2020

Hi @JavierAntoran @stratisMarkou,

First of all, thanks for making all of this code available - it's been great to look through!

Im currently spending some time trying to work through the Weight Uncertainty in Neural Networks in order to implement Bayes-by-Backprop. I was struggling to understand the difference between your implementation of `Bayes-by-Bac

Read more
good first issue question

cambridge-mlg / DUN

Star 61

Code for "Depth Uncertainty in Neural Networks" (https://arxiv.org/abs/2006.08437)

machine-learning deep-learning reproducible-research pytorch uncertainty neural-networks expectation-maximization uncertainty-neural-networks bayesian-inference uncertainty-quantification variational-inference bayesian-neural-networks robustness neural-architecture-search bayesian-deep-learning probabilistic-inference reproducible-paper probabilistic-neural-network learnt-depth network-depths
  • Updated Mar 12, 2022
  • Jupyter Notebook
Data-Efficient-Reinforcement-Learning-with-Probabilistic-Model-Predictive-Control

SimonRennotte / Data-Efficient-Reinforcement-Learning-with-Probabilistic-Model-Predictive-Control

Star 57

Unofficial Implementation of the paper "Data-Efficient Reinforcement Learning with Probabilistic Model Predictive Control", applied to gym environments

reinforcement-learning paper pytorch uncertainty gaussian-processes model-predictive-control model-based-reinforcement-learning pytorch-implementation gpytorch control-animation
  • Updated Jul 27, 2021
  • Python

Improve this page

Add a description, image, and links to the uncertainty topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the uncertainty topic, visit your repo's landing page and select "manage topics."

Learn more