Automated Scalable Bayesian Inference
☆132Jan 16, 2022Updated 4 years ago
Alternatives and similar repositories for bayesian-coresets
Users that are interested in bayesian-coresets are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Bayesian Coresets Construction with Accelerated Iterative Hard Thresholding (A-IHT).☆14Apr 8, 2021Updated 5 years ago
- Coresets☆38Apr 24, 2022Updated 4 years ago
- Compute free-support Wasserstein barycenters exactly☆10Aug 22, 2024Updated last year
- Scalable Bayes via Barycenter in Wasserstein Space☆10Sep 7, 2017Updated 8 years ago
- A variational inference method with accurate uncertainty estimation. It uses a new semi-implicit variational family built on neural netwo…☆54Oct 16, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- A tensorflow implementation of the NIPS 2018 paper "Variational Inference with Tail-adaptive f-Divergence"☆20Jan 11, 2019Updated 7 years ago
- Couplings for Multinomial Hamiltonian Monte Carlo☆16Mar 3, 2025Updated last year
- Code to minimize the Variational Contrastive Divergence (VCD)☆30May 30, 2019Updated 7 years ago
- Contains code for the NeurIPS 2020 paper by Pan et al., "Continual Deep Learning by FunctionalRegularisation of Memorable Past"☆44Nov 10, 2020Updated 5 years ago
- Matlab Code for Variational Gaussian Copula Inference☆18Mar 15, 2016Updated 10 years ago
- [NeurIPS 2020] Coresets for Robust Training of Neural Networks against Noisy Labels☆36May 2, 2021Updated 5 years ago
- The uncompromising Jupyter notebook formatter.☆14Jan 26, 2024Updated 2 years ago
- UBC R Study Group☆25Apr 22, 2022Updated 4 years ago
- Code for the paper 'Understanding Measures of Uncertainty for Adversarial Example Detection'☆61Jun 3, 2018Updated 8 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Code for ICML 2019 paper on "Fast and Simple Natural-Gradient Variational Inference with Mixture of Exponential-family Approximations"☆19Jan 2, 2021Updated 5 years ago
- Efficient, lightweight variational inference and approximation bounds☆47Oct 17, 2025Updated 9 months ago
- Evaluation Framework for Probabilistic Programming Languages☆105Jan 18, 2024Updated 2 years ago
- This is code associated with the paper: Broderick, T, Boyd, N, Wibisono, A, Wilson, AC, and Jordan, MI. Streaming variational Bayes. Neur…☆41Sep 5, 2014Updated 11 years ago
- ☆12Jul 16, 2023Updated 3 years ago
- Coresets via Bilevel Optimization☆68Nov 2, 2020Updated 5 years ago
- Black Box Variational Inference☆14May 22, 2015Updated 11 years ago
- Implementation of the Gaussian processes regression with inducing points for online data with ensemble Kalman filter estimation. Code for…☆16Jul 9, 2018Updated 8 years ago
- MCMC routines☆12Nov 22, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Implements attacks and defenses for machine learning systems☆13May 7, 2017Updated 9 years ago
- ☆17Mar 17, 2020Updated 6 years ago
- Reference implementation of Thin and Deep Gaussian Processes (NeurIPS 2023)☆14Nov 25, 2024Updated last year
- Code for ICML 2018 paper on "Fast and Scalable Bayesian Deep Learning by Weight-Perturbation in Adam" by Khan, Nielsen, Tangkaratt, Lin, …☆112Dec 19, 2018Updated 7 years ago
- Dynamically track IR as a graph, using source transformations☆32Mar 3, 2025Updated last year
- code for the paper "Stein Variational Gradient Descent (SVGD): A General Purpose Bayesian Inference Algorithm"☆425Mar 21, 2024Updated 2 years ago
- KMean Coreset evaluation and computation.☆12Jun 6, 2017Updated 9 years ago
- Offline Contextual Bayesian Optimization☆15Jul 20, 2023Updated 3 years ago
- Deep Probabilistic Programming Language☆19Jul 25, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- some scripts for the couplings enthusiasts!☆33Jul 21, 2020Updated 6 years ago
- LaTeX header file with useful definitions☆24Oct 3, 2025Updated 9 months ago
- A variational method for fast, approximate inference for stochastic differential equations.☆45Feb 3, 2026Updated 5 months ago
- Variational inference in Dirichlet process Gaussian mixture model (tensorflow implementation)☆13Oct 8, 2018Updated 7 years ago
- ☆10Jun 4, 2024Updated 2 years ago
- Reduce end to end training time from days to hours (or hours to minutes), and energy requirements/costs by an order of magnitude using co…☆352May 24, 2023Updated 3 years ago
- Sinkhorn Barycenters via Frank-Wolfe algorithm☆26Feb 3, 2020Updated 6 years ago