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GitHub topics: deep-ensemble

antonbaumann/MIMO-Unet

PyTorch implementation of Probabilistic MIMO U-Net

Language: Python - Size: 623 KB - Last synced at: 4 days ago - Pushed at: about 1 year ago - Stars: 23 - Forks: 4

machinelearningnuremberg/DeepRankingEnsembles

[ICLR 2023] Deep Ranking Ensembles for Hyperparameter Optimization

Language: Python - Size: 2.78 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 13 - Forks: 1

yunshengtian/BE-CBO

[ICML 2024] Boundary Exploration for Bayesian Optimization With Unknown Physical Constraints

Language: Python - Size: 490 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

FreeformRobotics/Divide-and-Co-training

[TIP 2022] Towards Better Accuracy-efficiency Trade-offs: Divide and Co-training. Plus, an image classification toolbox includes ResNet, Wide-ResNet, ResNeXt, ResNeSt, ResNeXSt, SENet, Shake-Shake, DenseNet, PyramidNet, and EfficientNet.

Language: Python - Size: 5 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 101 - Forks: 22

Dounia18/EGB

Full-Reference Image Quality Assessment models based on ensemble of gradient boosting

Language: Python - Size: 35.1 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 9 - Forks: 1

Chandureddy8/Ensemble-MRI-Parkinson-s-Detection-

early detection method for parkinson's disease using deep ensemble learning on MRI dataset

Language: Jupyter Notebook - Size: 2.95 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 6 - Forks: 4

bond005/yandex-shifts-weather

The best solution of the Weather Prediction track in the Yandex Shifts challenge

Language: Jupyter Notebook - Size: 316 MB - Last synced at: 5 months ago - Pushed at: almost 4 years ago - Stars: 20 - Forks: 1

anita76/AM207-Project

A pedagogical study and analysis of the results from "Deep Ensembles: A Loss Landscape Perspective".

Language: Jupyter Notebook - Size: 38.7 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

lab-conrad/resVAE-ensemble

resVAE-ensemble: feature identification in single-cell data

Language: Jupyter Notebook - Size: 873 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

akashmondal1810/UncertaintyEstimation

Uncertainty Estimation Using Deep Neural Network and Gradient Boosting Methods

Language: Python - Size: 9.29 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 15 - Forks: 5

Frightera/Sample-Machine-Learning-Projects

Some example projects that was made using Tensorflow (mostly). This repository contains the projects that I've experimented-tried when I was new in Deep Learning.

Language: Jupyter Notebook - Size: 73.3 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 19 - Forks: 4

AI4PFAS/AI4PFAS

Dataset and code for "Uncertainty-Informed Deep Transfer Learning of PFAS Toxicity"

Language: Jupyter Notebook - Size: 1.24 GB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 10 - Forks: 0

SamsungLabs/gps-augment

Simple but high-performing method for learning a policy of test-time augmentation

Language: Jupyter Notebook - Size: 23.9 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 33 - Forks: 1

wiguider/Ensemble-Deep-Learning-to-Classify-Scoliosis-and-Healthy-Subjects

An Ensemble Deep Learning Model to Classify Scoliosis and Healthy Subjects Based on Non-invasive Rasterstereography Analysis

Language: Python - Size: 1.19 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 1

acen20/deep-ensemble-jet

Ransomware analysis using DEL with jet-like architecture comprising two CNN wings, a sparse AE tail, a non-linear PCA to produce a diverse feature space, and an MLP nose

Language: Jupyter Notebook - Size: 2.27 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 1

Related Keywords
deep-ensemble 15 deep-learning 4 ensemble-learning 3 uncertainty-estimation 3 uncertainty-neural-networks 2 uncertainty-quantification 2 bayesian-optimization 2 vgg16 2 meta-learning 2 bayesian-inference 2 uncertainty 2 transfer-learning 2 pytorch 2 tensorflow-hub 1 word2vec 1 wordtovec 1 artificial-intelligence 1 cheminformatics 1 gnn 1 gpflow 1 malware-analysis 1 resnet50 1 random-forest-classifier 1 probabilistic-neural-network 1 nlp-machine-learning 1 neural-network-from-scratch 1 neural-network 1 natural-language-processing 1 generative-adversarial-network 1 ensemble-classifier 1 covid-19 1 perceptual-quality 1 feature-extraction 1 deep-meta-learning 1 keras 1 healthcare 1 deep-neural-networks 1 uai2020 1 test-time-augmentation 1 robustness 1 out-of-domain 1 imagenet-c 1 ensembles 1 domain-shift 1 data-augmentation 1 tensorflow2 1 selectivenet 1 rdkit 1 pfas-toxicity 1 mordred 1 machine-learning 1 ld50 1 iqa 1 image-quality-assessment 1 image-processing 1 gradient-boosting 1 egb-models 1 cvpr-workshop-2021 1 computer-vision 1 splitnet 1 imagenet 1 image-classification 1 efficientnet 1 cifar 1 constrained-optimization 1 black-box-optimization 1 transfer-hpo 1 ranking-loss 1 hyperparameter-optimization 1 uncertainty-analysis 1 u-net 1 cifar-10 1 bert 1 autoencoder 1 xgboost 1 probabilistic-models 1 predictive-uncertainty 1 monte-carlo-dropout 1 bayesian-deep-learning 1 single-cell-analysis 1 scrna-seq 1 scatac-seq 1 yandex-shifts-challenge 1 shifts 1 self-normalizing-neural-networks 1 regression 1 multitask-learning 1 hierarchical-multitask-learning 1 resnet-50 1 parkinsons-disease 1 tensorflow-keras-model 1