Code for the paper "Bayesian Neural Network Priors Revisited"
☆60Jul 1, 2021Updated 4 years ago
Alternatives and similar repositories for bnn_priors
Users that are interested in bnn_priors are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Demos for the paper Generalized Variational Inference (Knoblauch, Jewson & Damoulas, 2019)☆20Apr 4, 2019Updated 6 years ago
- Cyclical Stochastic Gradient MCMC for Bayesian Deep Learning☆93Oct 28, 2020Updated 5 years ago
- Code Repo for "Subspace Inference for Bayesian Deep Learning"☆82Jun 17, 2024Updated last year
- All You Need is a Good Functional Prior for Bayesian Deep Learning (JMLR 2022)☆19Apr 22, 2022Updated 3 years ago
- PyTorch-based library for Riemannian Manifold Hamiltonian Monte Carlo (RMHMC) and inference in Bayesian neural networks☆467Aug 28, 2024Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Bayesianize: A Bayesian neural network wrapper in pytorch☆92May 14, 2024Updated last year
- A repository with implementations of major papers on Gaussian Process regression models, implemented from scratch in Python, notably incl…☆14Nov 19, 2022Updated 3 years ago
- Train a simple convnet on the MNIST dataset and evaluate the BALD acquisition function☆16Aug 7, 2017Updated 8 years ago
- Public Codebase for Rethinking Parameter Counting: Effective Dimensionality Revisited☆37Dec 27, 2022Updated 3 years ago
- Example code of Sparse Gaussian Process Attention (ICLR 2023)☆26Sep 15, 2025Updated 6 months ago
- Code repo for "A Simple Baseline for Bayesian Uncertainty in Deep Learning"☆477Jul 6, 2023Updated 2 years ago
- Supporting code for the paper "Dangers of Bayesian Model Averaging under Covariate Shift"☆33Oct 19, 2022Updated 3 years ago
- Library for Bayesian Neural Networks in PyTorch (first version as published in ProbProg2020)☆42Oct 5, 2021Updated 4 years ago
- Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more☆1,963Oct 20, 2023Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Repo for the Tutorials of Day1-Day2 of the Nordic Probabilistic AI School 2023☆17Jun 13, 2023Updated 2 years ago
- A curated list of resources for learning Gaussian Processes☆42Jul 18, 2021Updated 4 years ago
- ☆47Jan 11, 2021Updated 5 years ago
- Repository for Variational Linearized Laplace Approximation for Bayesian Deep Learning☆12Sep 6, 2024Updated last year
- ☆18Mar 31, 2024Updated last year
- Stochastic Segmentation Networks☆67Jun 26, 2020Updated 5 years ago
- Lightweight MCMC sampling for PyTorch Models aka My Corona Project☆53Aug 9, 2025Updated 7 months ago
- Code for "Function Space Particle Optimization for Bayesian Neural Networks"☆18Oct 26, 2022Updated 3 years ago
- Bayesian optimization of discrete sequences☆21Mar 27, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Official repository for the paper "Fast Predictive Uncertainty for Classification with Bayesian Deep Networks". Accepted at UAI 2022. htt…☆12May 25, 2022Updated 3 years ago
- ☆10Aug 21, 2023Updated 2 years ago
- Efficient, lightweight variational inference and approximation bounds☆47Oct 17, 2025Updated 5 months ago
- Composable kernels for scikit-learn implemented in JAX.☆47Oct 26, 2020Updated 5 years ago
- Minimum viable code for the Decodable Information Bottleneck paper. Pytorch Implementation.☆11Oct 20, 2020Updated 5 years ago
- ☆20Aug 2, 2023Updated 2 years ago
- ☆13Nov 5, 2025Updated 4 months ago
- Code to accompany paper 'Bayesian Deep Ensembles via the Neural Tangent Kernel'☆26Mar 12, 2021Updated 5 years ago
- Code for Solving Black-Box Optimization Challenge via Learning Search Space Partition for Local Bayesian Optimization.☆21Aug 20, 2021Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Bayesian Deep Learning Benchmarks☆673Mar 24, 2023Updated 3 years ago
- Gaussian processes in JAX and Flax.☆603Mar 17, 2026Updated last week
- Repository for the work Transforming Gaussian Processes with Normalizing Flows published at AISTATS 2021☆25Dec 19, 2022Updated 3 years ago
- Repo reproducing experimental results in "Addressing the Topological Defects of Disentanglement"☆23Jul 15, 2022Updated 3 years ago
- PyTorch-SSO: Scalable Second-Order methods in PyTorch☆149Oct 1, 2023Updated 2 years ago
- ☆15Jun 1, 2022Updated 3 years ago
- Code repo for "Function-Space Distributions over Kernels"☆32Jan 21, 2021Updated 5 years ago