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Search results for deep learning bayesian
bayesian
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deep-learning
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68 search results found
Pyro
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8,356
Deep universal probabilistic programming with Python and PyTorch
Deeplearning
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2,347
Python for《Deep Learning》,该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现
Zhusuan
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2,139
A probabilistic programming library for Bayesian deep learning, generative models, based on Tensorflow
Gen.jl
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1,758
A general-purpose probabilistic programming system with programmable inference
Nips2017
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913
A list of resources for all invited talks, tutorials, workshops and presentations at NIPS 2017
Bdl Benchmarks
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571
Bayesian Deep Learning Benchmarks
Deep Active Learning
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553
Deep Active Learning
Bayesiandeeplearning Survey
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475
Bayesian Deep Learning: A Survey
Bayes Nn
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423
Lecture notes on Bayesian deep learning
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"
Awesome Bayesian Deep Learning
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375
A curated list of resources dedicated to bayesian deep learning
Multitask Learning
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374
Awesome Multitask Learning Resources
Snake Ga
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360
AI Agent that learns how to play Snake with Deep Q-Learning
Bayesian Neural Network Blogpost
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317
Building a Bayesian deep learning classifier
Pyvarinf
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300
Python package facilitating the use of Bayesian Deep Learning methods with Variational Inference for PyTorch
Vime
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299
Code for the paper "Curiosity-driven Exploration in Deep Reinforcement Learning via Bayesian Neural Networks"
Advancedml
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293
Reading list for the Advanced Machine Learning Course
Meduncertainty
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251
Uncertainty in Medical Image Analysis
Bayesian Neural Network Pytorch
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241
PyTorch implementation of bayesian neural network.
Awesome Spn
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221
A structured list of resources about Sum-Product Networks (SPNs)
Bayesian_neural_network_papers
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218
Papers for Bayesian-NN
Bayesianlearning
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198
Bayesian Machine Learning
Bayesianrecurrentnn
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196
Implementation of Bayesian Recurrent Neural Networks by Fortunato et. al
Tutorial_bayesiancompressionfordl
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174
A tutorial on "Bayesian Compression for Deep Learning" published at NIPS (2017).
Batchbald
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174
Efficient and Diverse Batch Acquisition for Deep Bayesian Active Learning.
Understandingbdl
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174
Dl With Bayes
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158
Contains code for the NeurIPS 2019 paper "Practical Deep Learning with Bayesian Principles"
Icml2015_papers
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143
Links to ICML 2015 papers available on arxiv
Learn To Select Data
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131
Code for Learning to select data for transfer learning with Bayesian Optimization
Aboleth
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125
A bare-bones TensorFlow framework for Bayesian deep learning and Gaussian process approximation
Awesome Active Learning
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120
Awesome Active Learning Paper List
Lectures
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105
repository with the lectures for MLSS Skoltech
Mooc Coursera Advanced Machine Learning
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103
Content from Coursera's ADVANCED MACHINE LEARNING Specialization (Deep Learning, Bayesian Methods, Natural Language Processing, Reinforcement Learning, Computer Vision).
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
Mlviz
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97
Visualizations of machine learning models and algorithms
Ml_code
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94
A repository for recording the machine learning code
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
Awesome Machine Learning
⭐
84
📖 List of some awesome university courses for Machine Learning! Feel free to contribute!
Dl Uncertainty
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80
"What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision?", NIPS 2017 (unofficial code).
What
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71
Pytorch implementation of "What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision?"
Hyper Engine
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69
Python library for Bayesian hyper-parameters optimization
Drbayes
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68
Code Repo for "Subspace Inference for Bayesian Deep Learning"
Deep Bayesian Nonparametrics Papers
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67
The collection of papers about combining deep learning and Bayesian nonparametrics
Paper Reading
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64
Paper Reading
Mlss2019 Bayesian Deep Learning
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63
MLSS2019 Tutorial on Bayesian Deep Learning
Fbnn
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53
Code for "Functional variational Bayesian neural networks" (https://arxiv.org/abs/1903.05779)
Dlkcat
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49
Deep learning and Bayesian approach applied to enzyme turnover number for the improvement of enzyme-constrained genome-scale metabolic models (ecGEMs) reconstruction
Bayesian Deep Learning Notes
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47
A list of notes on Bayesian deep learning papers
Awesome Active Learning
⭐
46
A list of active learning methods for deep learning.
Dropout_bbalpha
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41
Implementations of the ICML 2017 paper (with Yarin Gal)
Avuc
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40
Code to accompany the paper 'Improving model calibration with accuracy versus uncertainty optimization'.
Sg_mcmc
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31
Implementation of Stochastic Gradient MCMC algorithms
Group Emotion Recognition
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30
Group Emotion Recognition using deep neural networks and Bayesian classifiers.
Deep Learning Channel Estimation
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27
Simulation code for “Channel Estimation in Massive MIMO under Hardware Non-Linearities: Bayesian Methods versus Deep Learning,” by Özlem Tugfe Demir, Emil Björnson, IEEE Open Journal of the Communications Society, To appear.
Deep_learning_for_manufacturing
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24
Bayesian Deep Learning and Deep Reinforcement Learning for Object Shape Error Response and Correction of Manufacturing Systems
My Implementation Of What Uncertainties Do We Need In Bayesian Deep Learning For Computer Vision
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24
Pytorch implementation of classification task in What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision (simple version)
Bayesian Compression For Deep Learning
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23
Remplementation of paper https://arxiv.org/abs/1705.08665
Nn Common Modules
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22
Pytorch Implementations of Common modules, blocks and losses for CNNs specifically for segmentation models
Dgmm
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21
Deep Generative Multi-view Model (DGMM)
Neuralecology
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20
Code for the paper "Neural hierarchical models of ecological populations"
Neural_bayesian_personalized_ranking
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17
Representation Learning and Pairwise Ranking for Implicit Feedback in Top-N Item Recommendation
Bayesianrnn
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16
Reproducing the results of the paper "Bayesian Recurrent Neural Networks" by Fortunato et al.
Ecgclassifier
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15
CNN, RNN, and Bayesian NN classification for ECG time-series (using TensorFlow in Swift and Python)
Pytorch Deep Bayesian Bandits
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15
PyTorch port and extension of the Deep Bayesian Bandits Library
Uq_molecule
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15
Uncertainty quantification of molecular property prediction using Bayesian deep learning
Tfp Tutorial
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15
TensorFlow Probability Tutorial
Quick Data Science Experiments 2017
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14
Quick-Data-Science-Experiments
Nips2017
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14
Pydatalondon2017
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14
Bayesian Deep Learning with Edward (and a trick using Dropout)
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
Bayesian Ntk
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13
Code to accompany paper 'Bayesian Deep Ensembles via the Neural Tangent Kernel'
Bayesian Sparse Deep Learning
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12
Code for An Adaptive Empirical Bayesian Method for Sparse Deep Learning (NeurIPS'19)
Ursabench
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12
Codebase for our paper "URSABench: Comprehensive Benchmarking of Approximate Bayesian Inference Methods for Deep Neural Networks"
Robustbnns
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12
Code for paper "Robustness of Bayesian Neural Networks to Gradient-Based Attacks"
Deepstats
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12
Repository for "Known Unknowns: Uncertainty Quality in Bayesian Neural Networks" paper.
Papers
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11
実装するリスト
Dropout_tutorial_in_pytorch
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11
Dropout as Regularization and Bayesian Approximation
Active Learning Papers
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10
A list of papers on Active Learning and Uncertainty Estimation for Neural Networks.
Deep Bayesian Quadrature Policy Optimization
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9
Official implementation of the AAAI 2021 paper Deep Bayesian Quadrature Policy Optimization.
Machine Learning Lecture Notes
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9
Lecture notes and codes for machine learning
Learningmachinelearning
⭐
9
Resources I am using to learn machine learning
Banrinochoujou
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9
これは 万里の長城 です〜
Deepmass
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9
Cosmological map inference with deep learning
Deep Learning Uncertainty
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8
My master's thesis project
Deep Bayesian Self Training
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7
Deep Bayesian Self-Training [official implementation]
Machinelearningalgos
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7
Personal reimplementation of some ML algorithms for learning purposes
Ai Paper References
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7
References for read papers + relevant links
Self Supervised Bnn For Image Recovery
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7
Deep_contextual_bandits_reinforcement_learning
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7
Bayesian Reward Shaping
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7
Bayesian Reward Shaping Framework for Deep Reinforcement Learning
Bayesiandeeplearning
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6
Overview of Bayesian Deep Learning
Clustering Nips 2017
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6
Code for "Is Simple Better?: Revisiting Simple Generative Models for Unsupervised Clustering" - Bayesian Deep Learning Workshop (NIPS 2017)
Bayesiandl
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6
Project on Bayesian Deep Learning
Curvature
⭐
6
Official Code: Estimating Model Uncertainty of Neural Networks in Sparse Information Form, ICML2020.
Basicbayesdl
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6
Basic Bayesian Deep Learning
Dngo Bo
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6
Bayesian optimization with DNGO (Deep Networks for Global Optimization)
Bayesian_dl
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6
Let's understand about Bayesian Deep Learning
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1-68 of 68 search results
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