Awesome Open Source
Search
Programming Languages
Languages
All Categories
Categories
About

The Top 23 Bayesian Deep Learning Open Source Projects

Open source projects categorized as Bayesian Deep Learning
Categories > Bayesian Deep Learning
Uncertainty Toolbox ⭐ 1,421
Uncertainty Toolbox: a Python toolbox for predictive uncertainty quantification, calibration, metrics, and visualization
total releases 1most recent commit a year ago
Pytorch Bayesiancnn ⭐ 1,181
Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.
most recent commit a year ago
Blitz Bayesian Deep Learning ⭐ 817
A simple and extensible library to create Bayesian Neural Network layers on PyTorch.
dependent packages 3total releases 8most recent commit 7 months agopypi blitz-bayesian-pytorch} Downloads
Bdl Benchmarks ⭐ 571
Bayesian Deep Learning Benchmarks
total releases 1most recent commit 3 years ago
Bayesiandeeplearning Survey ⭐ 475
Bayesian Deep Learning: A Survey
most recent commit 4 months ago
Bayesian Torch ⭐ 396
A library for Bayesian neural network layers and uncertainty estimation in Deep Learning extending the core of PyTorch
dependent packages 1total releases 3most recent commit 4 months agopypi bayesian-torch} Downloads
Bayesian Neural Network Blogpost ⭐ 317
Building a Bayesian deep learning classifier
most recent commit 6 years ago
Variational Dropout Sparsifies Dnn ⭐ 307
Sparse Variational Dropout, ICML 2017
most recent commit 4 years ago
Transmorph_transformer_for_medical_image_registration ⭐ 302
TransMorph: Transformer for Unsupervised Medical Image Registration (PyTorch)
most recent commit 5 months ago
Master Thesis Bayesiancnn ⭐ 197
Master Thesis on Bayesian Convolutional Neural Network using Variational Inference
most recent commit 5 years ago
Kfac Jax ⭐ 178
Second Order Optimization and Curvature Estimation with K-FAC in JAX.
most recent commit 3 months ago
Group Sparsity Sbp ⭐ 70
Structured Bayesian Pruning, NIPS 2017
most recent commit 4 years ago
Evaluating_bdl ⭐ 70
Official implementation of "Evaluating Scalable Bayesian Deep Learning Methods for Robust Computer Vision", CVPR Workshops 2020.
most recent commit 4 years ago
Mlss2019 Bayesian Deep Learning ⭐ 63
MLSS2019 Tutorial on Bayesian Deep Learning
most recent commit 4 years ago
Natural Posterior Network ⭐ 59
Official Implementation of "Natural Posterior Network: Deep Bayesian Predictive Uncertainty for Exponential Family Distributions" (ICLR, 2022)
most recent commit a year ago
Dun ⭐ 52
Code for "Depth Uncertainty in Neural Networks" (https://arxiv.org/abs/2006.08437)
most recent commit 3 years ago
Spatial Smoothing ⭐ 51
(ICML 2022) Official PyTorch implementation of “Blurs Behave Like Ensembles: Spatial Smoothings to Improve Accuracy, Uncertainty, and Robustness”.
most recent commit 2 years ago
Dropout_bbalpha ⭐ 41
Implementations of the ICML 2017 paper (with Yarin Gal)
most recent commit 6 years ago
Avuc ⭐ 40
Code to accompany the paper 'Improving model calibration with accuracy versus uncertainty optimization'.
most recent commit a year ago
Deep Weight Prior ⭐ 38
The Deep Weight Prior, ICLR 2019
most recent commit 3 years ago
Lp_bnn ⭐ 34
This repository contains an official implementation of LPBNN.
most recent commit 10 months ago
Laplaceredux.jl ⭐ 30
Effortless Bayesian Deep Learning through Laplace Approximation for Flux.jl neural networks.
most recent commit 4 months ago
Ocbnn Public ⭐ 27
General purpose library for BNNs, and implementation of OC-BNNs in our 2020 NeurIPS paper.
most recent commit 3 years ago
The 2 Most Depended On Bayesian Deep Learning Open Source Projects
Blitz Bayesian Deep Learning ⭐ 817
A simple and extensible library to create Bayesian Neural Network layers on PyTorch.
dependent packages 3total releases 8latest release April 15, 2022most recent commit 7 months agopypi blitz-bayesian-pytorch} Downloads
Bayesian Torch ⭐ 396
A library for Bayesian neural network layers and uncertainty estimation in Deep Learning extending the core of PyTorch
dependent packages 1total releases 3latest release December 14, 2022most recent commit 4 months agopypi bayesian-torch} Downloads
The 5 Latest Releases In Bayesian Deep Learning Open Source Projects
Bayesian Torch ⭐ 396
A library for Bayesian neural network layers and uncertainty estimation in Deep Learning extending the core of PyTorch
dependent packages 1total releases 3latest release December 14, 2022most recent commit 4 months agopypi bayesian-torch} Downloads
Supernnova ⭐ 26
Open Source Photometric classification https://supernnova.readthedocs.io
total releases 9latest release September 26, 2022most recent commit 3 months ago
Blitz Bayesian Deep Learning ⭐ 817
A simple and extensible library to create Bayesian Neural Network layers on PyTorch.
dependent packages 3total releases 8latest release April 15, 2022most recent commit 7 months agopypi blitz-bayesian-pytorch} Downloads
Bdl Benchmarks ⭐ 571
Bayesian Deep Learning Benchmarks
total releases 1latest release June 18, 2019most recent commit 3 years ago
Categories
Privacy | About | Terms | Follow Us On Twitter

Downloads, Dependent Repos, Dependent Packages, Total Releases, Latest Releases data powered by Libraries.io.

Copyright 2018-2024 Awesome Open Source.  All rights reserved.