aleatoric-uncertainty

There are 12 repositories under aleatoric-uncertainty topic.

  • dkanungo/Probabilistic-ML-for-finance-and-investing

    Probabilistic Machine Learning for Finance and Investing: A Primer to Generative AI with Python

    Language:Jupyter Notebook705031

  • cambridge-mlg/CLUE

    Code for the paper "Getting a CLUE: A Method for Explaining Uncertainty Estimates"

    Language:Python361155

  • gaozhitong/MoSE-AUSeg

    The official code repo for the paper "Mixture of Stochastic Experts for Modeling Aleatoric Uncertainty in Segmentation". (ICLR 2023)

    Language:Python25222

  • activatedgeek/understanding-bayesian-classification

    On Uncertainty, Tempering, and Data Augmentation in Bayesian Classification

    Language:Jupyter Notebook21301

  • BBVA/UMAL

    Modelling heterogeneous distributions with an Uncountable Mixture of Asymmetric Laplacians

    Language:Jupyter Notebook17605

  • glhr/ood-labelnoise

    "A noisy elephant in the room: Is your out-of-distribution detector robust to label noise?" (CVPR 2024)

    Language:Jupyter Notebook8100

  • hooman007/ProtoASNet

    Official repository for the paper "ProtoASNet: Dynamic Prototypes for Inherently Interpretable and Uncertainty-Aware Aortic Stenosis Classification in Echocardiography" in MICCAI 2023 Conference

    Language:Python8112

  • akhilpandey95/uncertainty

    Work as part of ANL summer 2020 research on uncertainity quanitification methods in graph neural networks

    Language:Python14330

  • gilzeevi25/MLops_G2JN

    Generalized Automatic Pipeline for inspecting and fixing uncertainties in your data

    Language:Python0100

  • glam-imperial/informativeness

    Code for the ICASSP'19 submission "Modelling Sample Informativeness for Deep Affective Computing".

    Language:Python0200
  • energy

    ranieri-unimi/energy

    Energy production forecasting ⚡ with PoC of Bayesian Neural Network 🎲

    Language:Jupyter Notebook0000

  • oelin/lossy-bayes

    Experiments with lossy Bayesian inference.

    Language:Python20