Utilities to perform Uncertainty Quantification on Keras Models
☆121Feb 24, 2024Updated 2 years ago
Alternatives and similar repositories for keras-uncertainty
Users that are interested in keras-uncertainty are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Uncertainty Estimation Using Deep Neural Network and Gradient Boosting Methods☆22Jun 1, 2021Updated 5 years ago
- ☆27Feb 22, 2023Updated 3 years ago
- Code and pretrained models accompanying the paper "Ensembling geophysical models using Bayesian Neural Networks"☆10Jul 11, 2022Updated 3 years ago
- This repository is the code for Predictive Uncertainty Estimation using Deep Ensemble☆160Jul 23, 2022Updated 3 years ago
- ☆10Apr 25, 2024Updated 2 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.
- implementations sde-net☆14Dec 8, 2020Updated 5 years ago
- Code for our MIDL2020 submission "Well-Calibrated Regression Uncertainty in Medical Imaging with Deep Learning".☆31Apr 27, 2021Updated 5 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
- Various code/notebooks to benchmark different ways we could estimate uncertainty in ML predictions.☆44Jun 7, 2021Updated 5 years ago
- ☆12Feb 14, 2025Updated last year
- Fast domain-aware neural network emulation of a planetary boundary layer parameterization in a numerical weather forecast model☆12Mar 26, 2019Updated 7 years ago
- [AAAI2021] Automated Model Design and Benchmarking of 3D Deep Learning Models for COVID-19 Detection with Chest CT Scans☆13Mar 30, 2024Updated 2 years ago
- Toolbox to estimate, automatically regularize, and select between Generalized Additive Mixed Models and their extensions in Python☆16Updated this week
- Repository for the DL Course AA 2020-2021 @ DSSC UniTS☆13May 31, 2021Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- UQGAN: A Unified Model for Uncertainty Quantification of Deep Classifiers trained via Conditional GANs☆10Apr 13, 2023Updated 3 years ago
- RealSim is the statistical observational realism suite described in Bottrell et al 2017ab and made public in Bottrell et al 2019b.☆12Jul 7, 2021Updated 4 years ago
- Uncertainty Toolbox: a Python toolbox for predictive uncertainty quantification, calibration, metrics, and visualization☆1,994Mar 5, 2025Updated last year
- Pacmed Labs experiments on uncertainty estimation, focusing on unbalanced tabular data and classification tasks.☆21May 26, 2021Updated 5 years ago
- Exploit Auto-encoder for exploring and predict flow dynamic☆10Oct 4, 2019Updated 6 years ago
- Code for VIREL: A Variational Inference Framework for Reinforcement Learning☆14Dec 1, 2019Updated 6 years ago
- Python package for Feature-based Forecast Model Averaging (FFORMA).☆29Jun 5, 2020Updated 6 years ago
- 基于Swin-Transformer改进_YOLOv7电力杆塔识别系统☆14Nov 27, 2023Updated 2 years ago
- An unofficial implementation of BYOL for self-supervised representation learning on CIFAR-10 (TensorFlow 2)☆23Oct 29, 2020Updated 5 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.
- A library designed to implement deep learning algorisms to climate data for weather and climate prediction.☆21Sep 22, 2022Updated 3 years ago
- explore the FV3 data for parameterization☆18Jan 7, 2025Updated last year
- Tensorflow implementation of transformer network from "Attention is all you need" Paper. Also use cases of it!☆16Jan 23, 2020Updated 6 years ago
- fast box intersection in arbitrary dimensions☆19Jan 19, 2019Updated 7 years ago
- Label Studio + Pachyderm☆13Feb 24, 2021Updated 5 years ago
- Copula-GP model☆17Oct 23, 2023Updated 2 years ago
- Uncertainty Quantification 360 (UQ360) is an extensible open-source toolkit that can help you estimate, communicate and use uncertainty i…☆267Sep 17, 2025Updated 8 months ago
- SNAIL Attention Block for Keras.☆17Mar 30, 2020Updated 6 years ago
- Implementation of U-Net in Keras☆11Aug 5, 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.
- CSAW-S: mammography screenings from 172 different patients with annotations for semantic segmentation☆26Mar 1, 2023Updated 3 years ago
- ☆17May 30, 2018Updated 8 years ago
- ML framework to estimate Bayesian posteriors of galaxy morphological parameters☆12Jul 10, 2025Updated 11 months ago
- ☆15Jun 4, 2014Updated 12 years ago
- Variational Autoencoder for Dimensionality Reduction of Time-Series☆189May 1, 2022Updated 4 years ago
- [Remote Sensing] A Swin Transformer-based Encoding Booster Integrated in U-shaped Network☆16Jun 21, 2022Updated 3 years ago
- Efficient explaining AI algorithms for Keras models☆15Nov 30, 2022Updated 3 years ago