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Search results for pytorch bayesian
bayesian
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pytorch
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46 search results found
Pyro
⭐
8,356
Deep universal probabilistic programming with Python and PyTorch
Ax
⭐
2,217
Adaptive Experimentation Platform
Orbit
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1,776
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
Pytorch Bayesiancnn
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1,181
Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.
Blitz Bayesian Deep Learning
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817
A simple and extensible library to create Bayesian Neural Network layers on PyTorch.
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
Swa_gaussian
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393
Code repo for "A Simple Baseline for Bayesian Uncertainty in Deep Learning"
Hamiltorch
⭐
357
PyTorch-based library for Riemannian Manifold Hamiltonian Monte Carlo (RMHMC) and inference in Bayesian neural networks
Bayesian Neural Network Pytorch
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241
PyTorch implementation of bayesian neural network.
Bayesian Neural Network Mnist
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212
Bayesian neural network using Pyro and PyTorch on MNIST dataset
Dl With Bayes
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158
Contains code for the NeurIPS 2019 paper "Practical Deep Learning with Bayesian Principles"
Torchfilter
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121
Bayesian filters in PyTorch
Noisynaturalgradient
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115
Pytorch Implementation of paper "Noisy Natural Gradient as Variational Inference"
Probflow
⭐
108
A Python package for building Bayesian models with TensorFlow or PyTorch
Lampe
⭐
104
Likelihood-free AMortized Posterior Estimation with PyTorch
Quicknat_pytorch
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99
PyTorch Implementation of QuickNAT and Bayesian QuickNAT, a fast brain MRI segmentation framework with segmentation Quality control using structure-wise uncertainty
Bayesian_hilbert_maps
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93
Mapping spatiotemporal patterns in an online and continuous fashion
Rethinking Pyro
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90
Statistical Rethinking with PyTorch and Pyro
Ode2vae
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87
ODE2VAE: Deep generative second order ODEs with Bayesian neural networks
Bpr
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78
Bayesian Personalized Ranking using PyTorch
What
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71
Pytorch implementation of "What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision?"
Sqvae
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57
Pytorch implementation of stochastically quantized variational autoencoder (SQ-VAE)
Bayesianlstm
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56
Bayesian LSTM Implementation in PyTorch
Pybpl
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47
Python implementation of Bayesian Program Learning tools (with PyTorch)
Beer
⭐
41
Bayesian spEEch Recognizer
Bnn
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34
Bayesian Neural Network in PyTorch
Gptorch
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25
Gaussian processes with PyTorch
Nn Common Modules
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22
Pytorch Implementations of Common modules, blocks and losses for CNNs specifically for segmentation models
Ucb
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20
Original PyTorch implementation of Uncertainty-guided Continual Learning with Bayesian Neural Networks, ICLR 2020
Structured Bayesian Pruning Pytorch
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18
pytorch implementation of Structured Bayesian Pruning
Pytorch Deep Bayesian Bandits
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15
PyTorch port and extension of the Deep Bayesian Bandits Library
Zhusuan Pytorch
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14
An Elegant Library for Bayesian Deep Learning in PyTorch
Bayesianneuralnets
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13
Bayesian neural networks in PyTorch
Bpr Pytorch
⭐
12
A pytorch implementation for BPR (Bayesian Personalized Ranking).
Pb Contrastive
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12
#UAI2020 Codes for PAC-Bayesian Contrastive Unsupervised Representation Learning
Ursabench
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12
Codebase for our paper "URSABench: Comprehensive Benchmarking of Approximate Bayesian Inference Methods for Deep Neural Networks"
Dropout_tutorial_in_pytorch
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11
Dropout as Regularization and Bayesian Approximation
Pyroed
⭐
10
Bayesian optimization of discrete sequences
Banrinochoujou
⭐
9
これは 万里の長城 です〜
Deep Bayesian Quadrature Policy Optimization
⭐
9
Official implementation of the AAAI 2021 paper Deep Bayesian Quadrature Policy Optimization.
Housenavagent
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8
Navigation agent with Bayesian relational memory in the House3D environment
Bvas
⭐
7
bvas: bayesian viral allele selection
Cnn_compression_rank_selection_bayesopt
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6
Bayesian Optimization-Based Global Optimal Rank Selection for Compression of Convolutional Neural Networks, IEEE Access
Curvature
⭐
6
Official Code: Estimating Model Uncertainty of Neural Networks in Sparse Information Form, ICML2020.
Pytorch_bayesian_unet
⭐
5
Migrate to PyTorch. Re-implementation of Bayesian Convolutional Neural Networks (BCNNs)
Concretedropout
⭐
5
Bayesian Methods for Machine Learing Course Project Skoltech 2018
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1-46 of 46 search results
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