Reproduction of the paper: Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles
☆27Dec 4, 2019Updated 6 years ago
Alternatives and similar repositories for deep-ensembles
Users that are interested in deep-ensembles are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official repository for the paper "Fast Predictive Uncertainty for Classification with Bayesian Deep Networks". Accepted at UAI 2022. htt…☆13May 25, 2022Updated 4 years ago
- My implementation of the paper "Simple and Scalable Predictive Uncertainty estimation using Deep Ensembles"☆141Jan 15, 2018Updated 8 years ago
- Deep Learning for Molecular Property Prediction in the Foundation Model Era☆15May 6, 2026Updated 4 months ago
- Prediction Intervals: Split Normal Mixture from Quality-Driven Deep Ensembles. Published at Uncertainty in AI (UAI) 2020.☆11Aug 31, 2020Updated 6 years ago
- PyTorch implementation of Probabilistic Network Ensembles on toy problems☆23Feb 1, 2023Updated 3 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.
- Supplementary material to reproduce "Multivariate Deep Evidential Regression"☆21Feb 25, 2022Updated 4 years ago
- In general, the way we think about handling multi-modal uncertainty is by maintaining some beliefs about how probable each potential mode…☆20Dec 10, 2019Updated 6 years ago
- ☆13Feb 23, 2021Updated 5 years ago
- Prefect integrations with Microsoft Planetary Computer.☆10Jul 15, 2024Updated 2 years ago
- An implementation of "Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles" (http://arxiv.org/abs/1612.01474)☆34Dec 18, 2016Updated 9 years ago
- Evaluation Pipeline for medical tasks.☆11Apr 8, 2026Updated 5 months ago
- Kernel Trajectory Maps CoRL 2019☆13Oct 27, 2019Updated 6 years ago
- 移植AD7606和AD9910的驱动，并且增加FFT运算☆14Aug 30, 2020Updated 6 years ago
- Adaptive and Reliable Classification: efficient conformity scores for multi-class classification problems☆33Jan 27, 2023Updated 3 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- DualAQD: Dual Accuracy-quality-driven Prediction Intervals. IEEE TNNLS 2023.☆11Sep 25, 2025Updated last year
- ☆18Dec 4, 2021Updated 4 years ago
- docker images for training, mining and infer for ymir☆12Apr 26, 2023Updated 3 years ago
- Prediction Intervals with specific value prediction☆19Jan 28, 2021Updated 5 years ago
- Python simulator for a Potential Field based obstable avoidance and path planning☆11May 9, 2022Updated 4 years ago
- ☆239May 23, 2020Updated 6 years ago
- Image Classification and Feature Extraction with ConvNeXt☆11Nov 14, 2022Updated 3 years ago
- Official codebase for Improving Computational Efficiency in Visual Reinforcement Learning via Stored Embeddings.☆21Mar 5, 2021Updated 5 years ago
- ☆16Oct 13, 2020Updated 5 years ago
- 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.
- Open source code for DyScore☆20Jan 9, 2023Updated 3 years ago
- Uncertainty Quantification☆18Aug 28, 2025Updated last year
- Solution to the Weather4cast 2021 Stage 1 challenge☆15Nov 8, 2021Updated 4 years ago
- ☆18Jun 27, 2024Updated 2 years ago
- ☆14Mar 2, 2023Updated 3 years ago
- The Shape of Data: Intrinsic Distance for Comparing Data Distributions☆12Sep 25, 2019Updated 7 years ago
- Python package for data-consistent stochastic inverse and forward problems.☆13Sep 11, 2021Updated 5 years ago
- Learning to predict crop type from heterogeneous sparse labels using meta-learning☆21Jun 17, 2021Updated 5 years ago
- Learning globally stable dynamical systems policies through imitation. A modification of the original work, focussing on waypoint-based i…☆14Oct 12, 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.
- Official Code: Estimating Model Uncertainty of Neural Networks in Sparse Information Form, ICML2020.☆31Mar 3, 2021Updated 5 years ago
- "Robust Attributed Graph Alignment via Joint Structure Learning and Optimal Transport" in ICDE 2023☆18Oct 23, 2023Updated 2 years ago
- This repository is the code for Predictive Uncertainty Estimation using Deep Ensemble☆162Jul 23, 2022Updated 4 years ago
- Vehicle routing problem instances and best-known solutions for benchmarking.☆28Aug 19, 2026Updated last month
- Deep learning network MEBCRN for separation of fat and water magnetic resonance images☆11Dec 29, 2020Updated 5 years ago
- Code for paper Trustworthy Multimodal Regression with Mixture of Normal-inverse Gamma Distributions.☆51Nov 3, 2023Updated 2 years ago
- ☆21May 5, 2022Updated 4 years ago