A pytorch implementation of MCDO(Monte-Carlo Dropout methods)
☆59Jan 1, 2019Updated 7 years ago
Alternatives and similar repositories for MCDO
Users that are interested in MCDO 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 4 years ago
- Early exit ensembles☆12Dec 4, 2021Updated 4 years ago
- A pytorch implementation of Amortized Stein Variational Gradient Descent/ Stein GAN☆18Dec 13, 2018Updated 7 years ago
- Paper Reproduce for "Predictive Uncertainty Estimation via Prior Networks" by Andrey Malinin and Mark Gales.☆30Jul 13, 2020Updated 5 years ago
- Surface crack images classification using PyTorch Lightning☆11Jun 17, 2020Updated 5 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.
- On the Effects of Quantisation on Model Uncertainty in Bayesian Neural Networks☆18Apr 8, 2024Updated 2 years ago
- Experiments used in "Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning"☆582Feb 26, 2022Updated 4 years ago
- Implementation and evaluation of different approaches to get uncertainty in neural networks☆141Feb 16, 2018Updated 8 years ago
- offical implementation of "Calibrating Multimodal Learning" on ICML 2023☆20Jun 5, 2023Updated 2 years ago
- Semi-supervised learning tutorial in pytorch (pseudio label, Pi model, mean teacher, FixMatch, UDA)☆15Sep 12, 2021Updated 4 years ago
- ☆28Apr 17, 2025Updated last year
- Code for MC Dropout and Model Ensembling Uncertainty Estimate experiments☆73Feb 12, 2020Updated 6 years ago
- UAI paper 'Expressive Priors in Bayesian Neural Networks: Kernel Combinations and Periodic Functions'☆11Jun 26, 2019Updated 6 years ago
- AvgNet: Adaptive Visibility Graph Neural Network and It’s Application in Modulation Classification☆29May 25, 2022Updated 4 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.
- Official PyTorch implementation of the TMI paper "Nucleus-aware Self-supervised Pretraining Using Unpaired Image-to-image Translation for…☆16Mar 13, 2024Updated 2 years ago
- Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more☆1,969Oct 20, 2023Updated 2 years ago
- Implementation of GLNN☆31Oct 25, 2024Updated last year
- Ensemble Smoother with Multiple Data Assimilation☆12May 8, 2024Updated 2 years ago
- Repository for Machine Learning for Physicist 2020 summer training program☆12Aug 26, 2020Updated 5 years ago
- Due to the irregular shapes,various sizes and indistinguishable boundaries between the normal and infected tissues, it is still a challen…☆18Dec 21, 2021Updated 4 years ago
- ☆13Mar 16, 2019Updated 7 years ago
- Experimental and exercising codes☆22Sep 2, 2018Updated 7 years ago
- Sample code for running deterministic variational inference to train Bayesian neural networks☆103Oct 10, 2018Updated 7 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.
- 🚀 Text2Grad: Converting natural language feedback into gradient signals for precise model optimization. Revolutionizing RLHF with span-l…☆35Feb 6, 2026Updated 3 months ago
- ☆19Mar 25, 2025Updated last year
- docker images for training, mining and infer for ymir☆12Apr 26, 2023Updated 3 years ago
- A project to train your model from scratch or fine-tune a pretrained model using the losses provided in this library to improve out-of-di…☆18Nov 26, 2022Updated 3 years ago
- Official code of "Invertible Mosaic Image Hiding Network for Very Large Capacity Image Steganography"☆12Mar 30, 2024Updated 2 years ago
- ☆11Jun 11, 2022Updated 3 years ago
- Comparing PyTorch Catalyst, Ignite, Lightning by sample code☆20Dec 8, 2022Updated 3 years ago
- PyTorch implementation of the original evidental-deep-learning@https://github.com/aamini/evidential-deep-learning/☆13Sep 20, 2021Updated 4 years ago
- The binary version of Harris Hawk Optimization (HHO), called Binary Harris Hawk Optimization (BHHO) is applied for feature selection task…☆14Jan 10, 2021Updated 5 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 Zagidullin et al 2021 "Comparative analysis of molecular fingerprints in prediction of drug combination effects"☆17Aug 1, 2022Updated 3 years ago
- ☆13Jul 21, 2016Updated 9 years ago
- meta learning from the initializaion induced by word embedding☆22Dec 7, 2020Updated 5 years ago
- The official code for the paper Evolved Part Masking for Self-Supervised Learning.☆16Jun 14, 2023Updated 2 years ago
- Third place solution to the "University of Liverpool - Ion Switching" Kaggle competition☆10Oct 6, 2021Updated 4 years ago
- Kinome-wide structural pocket similarity☆10Dec 26, 2022Updated 3 years ago
- Multivariate Electricity Consumption Prediction with Extreme Learning Machine☆10Jun 25, 2018Updated 7 years ago