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Search results for pytorch bayesian inference
bayesian-inference
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pytorch
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20 search results found
Pyro
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8,356
Deep universal probabilistic programming with Python and PyTorch
Bayesian Neural Networks
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1,633
Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more
Pytorch Bayesiancnn
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1,181
Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.
Sbi
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476
Simulation-based inference toolkit
Bayesian Torch
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396
A library for Bayesian neural network layers and uncertainty estimation in Deep Learning extending the core of PyTorch
Probflow
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108
A Python package for building Bayesian models with TensorFlow or PyTorch
Rethinking Pyro
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90
Statistical Rethinking with PyTorch and Pyro
Pyfilter
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67
Particle filtering and sequential parameter inference in Python
Aorun
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60
Deep Learning over PyTorch
Dun
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52
Code for "Depth Uncertainty in Neural Networks" (https://arxiv.org/abs/2006.08437)
Flowtorch Old
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36
Separating Normalizing Flows code from Pyro and improving API
Bnn
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34
Bayesian Neural Network in PyTorch
Nessai
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29
nessai: Nested Sampling with Artificial Intelligence
Svae_cf
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26
Sequential Variational Autoencoders for Collaborative Filtering
Flowtorch
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25
Separating Normalizing Flows code from Pyro and improving API
Zhusuan Pytorch
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14
An Elegant Library for Bayesian Deep Learning in PyTorch
Ursabench
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12
Codebase for our paper "URSABench: Comprehensive Benchmarking of Approximate Bayesian Inference Methods for Deep Neural Networks"
U Cam
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8
Visual Explanation using Uncertainty based Class Activation Maps
Curvature
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6
Official Code: Estimating Model Uncertainty of Neural Networks in Sparse Information Form, ICML2020.
Blackbirds
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5
Black-Box Inference foR Differentiable Simulators
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