PyTorch-BayesianCNN

Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.

MIT License

Stars
1.4K
Committers
8
View Code on GitHub View on X
Ecosystems: Python, PyTorch

Commit Statistics

Past Year

All Time

Total Commits
0
286
Total Committers
0
8
Avg. Commits Per Committer
0.0
35.75
Bot Commits
0
0

Issue Statistics

Past Year

All Time

Total Pull Requests
1
20
Merged Pull Requests
0
8
Total Issues
2
64
Time to Close Issues
N/A
about 1 month
Badges
Extracted from project README
Python 3.7+ Pytorch 1.3 License: MIT arxiv
Related Projects
SparK

[ICLR'23 Spotlight🔥] The first successful BERT/MAE-style pretraining on any convolutional network...

05 Jan 2023 1,427
torchinfo

View model summaries in PyTorch!

16 Mar 2020 2,523
deepvision

PyTorch and TensorFlow/Keras image models with automatic weight conversions and equal API/impleme...

31 Jan 2023 33
Bayesian-Neural-Networks

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick...

11 Mar 2019 1,823
net2net

Network-to-Network Translation with Conditional Invertible Neural Networks

21 Oct 2020 221
probflow

A Python package for building Bayesian models with TensorFlow or PyTorch

05 Jan 2019 170
captum

Model interpretability and understanding for PyTorch

27 Aug 2019 4,615
pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xceptio...

09 Apr 2017 9,020
imodelsX

Scikit-learn friendly library to interpret, and prompt-engineer text datasets using large languag...

04 Oct 2022 74
blitz-bayesian-deep-learning

A simple and extensible library to create Bayesian Neural Network layers on PyTorch.

28 Feb 2020 926
pytorch_tabular

A standard framework for modelling Deep Learning Models for tabular data

15 Dec 2020 1,215
vision-toolbox

Toolbox for vision tasks. Pre-trained vision backbones on ImageNet with PyTorch Lightning 🚀

14 Dec 2021 17
pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

21 Oct 2017 7,820
the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relat...

11 Feb 2017 11,389
nlp-uncertainty-zoo

Model zoo for different kinds of uncertainty quantification methods used in Natural Language Proc...

17 Mar 2021 45