DUNCode for "Depth Uncertainty in Neural Networks" (https://arxiv.org/abs/2006.08437)
Stars: ✭ 65 (+124.14%)
Mutual labels: bayesian-inference, variational-inference, bayesian-neural-networks
artificial neural networksA collection of Methods and Models for various architectures of Artificial Neural Networks
Stars: ✭ 40 (+37.93%)
Mutual labels: bayesian-inference, variational-inference, bayesian-neural-networks
UString[ACM MM 2020] Uncertainty-based Traffic Accident Anticipation
Stars: ✭ 38 (+31.03%)
Mutual labels: uncertainty-estimation, bayesian-neural-networks
BcpdBayesian Coherent Point Drift (BCPD/BCPD++); Source Code Available
Stars: ✭ 116 (+300%)
Mutual labels: bayesian-inference, variational-inference
Celeste.jlScalable inference for a generative model of astronomical images
Stars: ✭ 142 (+389.66%)
Mutual labels: bayesian-inference, variational-inference
PyroDeep universal probabilistic programming with Python and PyTorch
Stars: ✭ 7,224 (+24810.34%)
Mutual labels: bayesian-inference, variational-inference
MxfusionModular Probabilistic Programming on MXNet
Stars: ✭ 95 (+227.59%)
Mutual labels: bayesian-inference, variational-inference
VbmcVariational Bayesian Monte Carlo (VBMC) algorithm for posterior and model inference in MATLAB
Stars: ✭ 123 (+324.14%)
Mutual labels: bayesian-inference, variational-inference
viabelEfficient, lightweight variational inference and approximation bounds
Stars: ✭ 27 (-6.9%)
Mutual labels: bayesian-inference, variational-inference
Probabilistic ModelsCollection of probabilistic models and inference algorithms
Stars: ✭ 217 (+648.28%)
Mutual labels: bayesian-inference, variational-inference
spatial-smoothing(ICML 2022) Official PyTorch implementation of “Blurs Behave Like Ensembles: Spatial Smoothings to Improve Accuracy, Uncertainty, and Robustness”.
Stars: ✭ 68 (+134.48%)
Mutual labels: uncertainty-estimation, bayesian-neural-networks
Bayesian Neural NetworksPytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more
Stars: ✭ 900 (+3003.45%)
Mutual labels: bayesian-inference, variational-inference
Pytorch BayesiancnnBayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.
Stars: ✭ 779 (+2586.21%)
Mutual labels: bayesian-inference, variational-inference
GpstuffGPstuff - Gaussian process models for Bayesian analysis
Stars: ✭ 106 (+265.52%)
Mutual labels: bayesian-inference, variational-inference
Pymc3Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Aesara
Stars: ✭ 6,214 (+21327.59%)
Mutual labels: bayesian-inference, variational-inference
ReactiveMP.jlJulia package for automatic Bayesian inference on a factor graph with reactive message passing
Stars: ✭ 58 (+100%)
Mutual labels: bayesian-inference, variational-inference
DropoutsPyTorch Implementations of Dropout Variants
Stars: ✭ 72 (+148.28%)
Mutual labels: variational-inference, bayesian-neural-networks
Rethinking Tensorflow ProbabilityStatistical Rethinking (2nd Ed) with Tensorflow Probability
Stars: ✭ 152 (+424.14%)
Mutual labels: bayesian-inference, variational-inference
PyLDAA Latent Dirichlet Allocation implementation in Python.
Stars: ✭ 51 (+75.86%)
Mutual labels: bayesian-inference, variational-inference
BayesByHypernetCode for the paper Implicit Weight Uncertainty in Neural Networks
Stars: ✭ 63 (+117.24%)
Mutual labels: variational-inference, bayesian-neural-networks