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GitHub topics: prediction-uncertainty

AlaaLab/deep-learning-uncertainty

Literature survey, paper reviews, experimental setups and a collection of implementations for baselines methods for predictive uncertainty estimation in deep learning models.

Language: Jupyter Notebook - Size: 8.53 MB - Last synced at: 11 months ago - Pushed at: over 2 years ago - Stars: 583 - Forks: 77

Broundal/Pytolemaic

Toolbox for analysis of model's quality and model's description. For further details see

Language: Python - Size: 1.16 MB - Last synced at: about 1 month ago - Pushed at: 12 months ago - Stars: 11 - Forks: 3

bihani-g/fce

Code and Analysis for our paper titled 'Calibration Error Estimation Using Fuzzy Binning'

Language: Jupyter Notebook - Size: 38.6 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

johannesuhl/binary_classification

Visual-analytical tools to evaluate and compare the outputs of large numbers of binary classifiers.

Language: Python - Size: 3.04 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

Related Keywords
prediction-uncertainty 4 deep-neural-networks 2 uncertainty-estimation 2 predictive-modeling 1 quality 1 quality-control 1 sensitivity 1 sensitivity-analysis 1 language-model 1 uncertainty 1 accuracy 1 binary-classification 1 classification 1 confusion-matrix 1 confusionmatrix 1 data-visualization 1 ensemble-learning 1 hyperparameter-tuning 1 interrater-reliability 1 predictive-analysis 1 prediction-model 1 model-checking 1 ml 1 lime-explanation 1 feature-sensitivity 1 feature-importance 1 explainable-ml 1 explainable-ai 1 explainability 1 evaluation-metrics 1 data-science 1 data-analysis 1 ai 1 uncertainty-quantification 1 deep-learning 1