Codebase for our paper "URSABench: Comprehensive Benchmarking of Approximate Bayesian Inference Methods for Deep Neural Networks"
☆19Aug 27, 2022Updated 4 years ago
Alternatives and similar repositories for URSABench
Users that are interested in URSABench are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Source code of IPA, https://escholarship.org/uc/item/2p0805dq☆13Jun 27, 2024Updated 2 years ago
- Evaluating variational inference using Pareto-smoothed importance sampling and simulation-based calibration☆12Jun 8, 2018Updated 8 years ago
- ☆59Feb 7, 2019Updated 7 years ago
- This is the material (slides + notebook) used to give the MCMC class in Hogg's Computational Data Analytics class at Flatiron CCA on 3/29…☆12Mar 6, 2020Updated 6 years ago
- ☆23Jan 7, 2022Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Tiny Calculator with support of +, -, *, /, ^, sin, cos, tan...☆10Apr 2, 2024Updated 2 years ago
- Code for the paper "Semi-Conditional Normalizing Flows for Semi-Supervised Learning"☆11Mar 30, 2020Updated 6 years ago
- An official PyTorch implementation of "Regression Prior Networks" for effective runtime uncertainty estimation.☆36Nov 19, 2020Updated 5 years ago
- Neural Ensemble Search for Uncertainty Estimation and Dataset Shift☆35Jan 10, 2026Updated 7 months ago
- Code Repo for "Subspace Inference for Bayesian Deep Learning"☆82Jun 17, 2024Updated 2 years ago
- Multilayer modelling of the human transcriptome and biological mechanisms of complex diseases and traits☆11Jun 2, 2021Updated 5 years ago
- Source code of Mathematical Surprises (open access)☆16Mar 24, 2025Updated last year
- First-order automated theorem prover based on the tableau method☆19Jul 8, 2026Updated last month
- "Detecting Extrapolation with Local Ensembles" by David Madras, James Atwood, and Alex D'Amour☆13Sep 25, 2020Updated 5 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆18Jun 15, 2021Updated 5 years ago
- UAI 2020. Kernel goodness-of-fit tests for conditional density models.☆10Jul 27, 2020Updated 6 years ago
- HOLMES: Health OnLine Model Ensemble Serving for Deep Learning Models in Intensive Care Units (KDD 2020)☆12Jan 25, 2021Updated 5 years ago
- Introduction to Python for Data Science☆13Oct 11, 2024Updated last year
- Source code for Jellyfish, a soft real-time inference serving system☆15Dec 20, 2022Updated 3 years ago
- PyTorch-based radio-interferometric imaging reconstruction package with scalable Bayesian uncertainty quantification relying on data-driv…☆12Feb 17, 2025Updated last year
- Building the Bi-LSTM & the CNN-GAN models to compose Classical Music in different eras☆12Aug 2, 2021Updated 5 years ago
- ☆18Jul 1, 2021Updated 5 years ago
- Exploiting Cloud Services for Cost-Effective, SLO-Aware Machine Learning Inference Serving☆37Dec 27, 2019Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Stochastic Gradient Langevin Dynamics for Bayesian learning☆37Nov 29, 2021Updated 4 years ago
- Repo for generating images which fool a trained CNN on MNIST☆12Jan 18, 2016Updated 10 years ago
- [DATE 2023] Pipe-BD: Pipelined Parallel Blockwise Distillation☆12Jul 13, 2023Updated 3 years ago
- We write sample code for two tower models for retrieval and add RLHF/RLAIF style alignment with a ranking model to make the retrieval mor…☆120Feb 9, 2025Updated last year
- “Style Transfer as Data Augmentation: A Case Study on Named Entity Recognition” (EMNLP 2022)☆16Feb 2, 2023Updated 3 years ago
- A toolbox for the calibration and evaluation of simulation models.☆22Jul 21, 2026Updated last month
- Implementation of Koopmans-compliant functionals in Quantum ESPRESSO☆17Jul 9, 2026Updated last month
- An attempt to merge ESBN with Transformers, to endow Transformers with the ability to emergently bind symbols☆16Aug 3, 2021Updated 5 years ago
- ☆12Feb 22, 2022Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆15Jun 25, 2024Updated 2 years ago
- ☆12Oct 14, 2018Updated 7 years ago
- Coverage tests to check the quality of your posterior estimators.☆34Aug 12, 2024Updated 2 years ago
- Personal experiments and implementation examples of deep learning papers.☆12Jan 23, 2018Updated 8 years ago
- Code for "Boosted Generative Models", AAAI 2018.☆20Dec 26, 2017Updated 8 years ago
- ☆14Jan 12, 2022Updated 4 years ago
- ☆14Oct 26, 2023Updated 2 years ago