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Search results for neural network bayesian
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25 search results found
Nips2017
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913
A list of resources for all invited talks, tutorials, workshops and presentations at NIPS 2017
Bayesian Analysis Recipes
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510
A collection of Bayesian data analysis recipes using PyMC3
Bayesiandeeplearning Survey
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475
Bayesian Deep Learning: A Survey
Awesome Bayesian Deep Learning
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375
A curated list of resources dedicated to bayesian deep learning
Hamiltorch
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357
PyTorch-based library for Riemannian Manifold Hamiltonian Monte Carlo (RMHMC) and inference in Bayesian neural networks
Vime
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299
Code for the paper "Curiosity-driven Exploration in Deep Reinforcement Learning via Bayesian Neural Networks"
Bayesian Neural Network Pytorch
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241
PyTorch implementation of bayesian neural network.
Bayesian_neural_network_papers
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218
Papers for Bayesian-NN
Bayesian Neural Network Mnist
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212
Bayesian neural network using Pyro and PyTorch on MNIST dataset
Bayesianrecurrentnn
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196
Implementation of Bayesian Recurrent Neural Networks by Fortunato et. al
Bayesianneuralnetwork
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172
a repo sharing Bayesian Neural Network recent papers
Probabilistic Backpropagation
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159
Implementation in C and Theano of the method Probabilistic Backpropagation for scalable Bayesian inference in deep neural networks.
Ml_code
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94
A repository for recording the machine learning code
Nn Bayesian Optimization
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87
We use a modified neural network instead of Gaussian process for Bayesian optimization.
Ode2vae
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87
ODE2VAE: Deep generative second order ODEs with Bayesian neural networks
Gelato
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85
Bayesian dessert for Lasagne
Pybnn
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85
Bayesian neural network package
Deterministic Variational Inference
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85
Sample code for running deterministic variational inference to train Bayesian neural networks
Deepconcolic
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85
Concolic Testing for Deep Neural Networks
Uq_bnn
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79
Uncertainty quantification using Bayesian neural networks in classification
Bgcn
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72
A Tensorflow implementation of "Bayesian Graph Convolutional Neural Networks" (AAAI 2019).
Hyper Engine
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69
Python library for Bayesian hyper-parameters optimization
Deep Bayesian Nonparametrics Papers
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67
The collection of papers about combining deep learning and Bayesian nonparametrics
Bayesianml
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55
Experiments in Bayesian Machine Learning
Fbnn
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53
Code for "Functional variational Bayesian neural networks" (https://arxiv.org/abs/1903.05779)
Bayesian Deep Learning Notes
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47
A list of notes on Bayesian deep learning papers
Probabilistic Federated Neural Matching
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45
Bayesian Nonparametric Federated Learning of Neural Networks
Bayesian_nn_ensembles
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40
AISTATS paper 'Uncertainty in Neural Networks: Approximately Bayesian Ensembling'
Horseshoe Bnn
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40
A Bayesian Neural Network with a horseshoe prior for improved interpretability
Bayesiandefense
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38
Adv-BNN: Improved Adversarial Defense through Robust Bayesian Neural Network
Bnn
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34
Bayesian Neural Network in PyTorch
Bnn
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31
Bayesian Neural Networks
Bayesbinn
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28
Code for the paper "Training Binary Neural Networks with Bayesian Learning Rule
Bayesian Nn Uncertainty
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23
Classification uncertainty using Bayesian neural networks
Lcbnn
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23
Ucb
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20
Original PyTorch implementation of Uncertainty-guided Continual Learning with Bayesian Neural Networks, ICLR 2020
Noisy K Fac
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20
Natural Gradient, Variational Inference
Models By Example
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19
By-hand code for models and algorithms. An update to the 'Miscellaneous-R-Code' repo.
Ai Cheat Sheet
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19
cheat sheet for Artificial Intelligence
Neural_bayesian_personalized_ranking
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17
Representation Learning and Pairwise Ranking for Implicit Feedback in Top-N Item Recommendation
Kaos
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16
Deep variational inference library for Keras
Bayesianrnn
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16
Reproducing the results of the paper "Bayesian Recurrent Neural Networks" by Fortunato et al.
19 Questions
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15
A machine learning / bayesian inference engine assigning attributes to objects
Ecgclassifier
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15
CNN, RNN, and Bayesian NN classification for ECG time-series (using TensorFlow in Swift and Python)
Pydatalondon2017
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14
Bayesian Deep Learning with Edward (and a trick using Dropout)
Prediction Using Bayesian Neural Network
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13
Prediction of continuous signals data and Web tracking data using dynamic Bayesian neural network. Compared with other network architectures aswell.
Bayesianneuralnets
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13
Bayesian neural networks in PyTorch
Fpovi
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13
Code for "Function Space Particle Optimization for Bayesian Neural Networks"
Robustbnns
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12
Code for paper "Robustness of Bayesian Neural Networks to Gradient-Based Attacks"
Dropout_tutorial_in_pytorch
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11
Dropout as Regularization and Bayesian Approximation
Miles Guess
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11
Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.
Papers
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11
実装するリスト
Npbnn
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10
Bayesian neural networks using Numpy and Scipy
Impartial_text_cls
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9
Text classifier, based on the BERT and a Bayesian neural network, which can train on small labeled texts and doubt its decision.
Bayesiannn
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9
Implementing a bayesian neural network in TensorFlow
Bnn_chaos_model
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8
Model and training code for Bayesian neural network for compact planetary instability
Deep Learning Uncertainty
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8
My master's thesis project
Bayesian_neural_networks_demo
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8
A demo of Bayesian neural networks, using SVI and HMC.
Stochannpy
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7
StochANNPy (STOCHAstic Artificial Neural Network for PYthon) provides user-friendly routines compatible with Scikit-Learn for stochastic learning.
Plan Net
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6
An Ensemble of Bayesian Neural Networks for Exoplanetary Atmospheric Retrieval
Hs Bnn Public
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6
Mcmc_fnn_timeseries
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6
Bayesian Neural Network for Time Series Prediction
Baobab
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6
Generates the training data for hierarchical inference of strongly-lensed systems with Bayesian neural networks
Neurosymbolic Tinyml
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5
TinyNS: Platform-Aware Neurosymbolic Auto Tiny Machine Learning
Wt2018
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5
Winter Term Project 2018
Rdl
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5
Code for 'Relational Deep Learning: A Deep Latent Variable Model for Link Prediction' - AAAI
Expressive_priors_in_bnns
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5
UAI paper 'Expressive Priors in Bayesian Neural Networks: Kernel Combinations and Periodic Functions'
Bayesian Neural Network
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5
ベイジアンニューラルネットの実装
Ovejero
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5
Conducts hierarchical inference of strongly-lensed systems with Bayesian neural networks
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