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    17 repositories

    • semantic-entropy-probes

      Public
      Jupyter Notebook
      •
      MIT License
      •2•11•0•0•Updated Jul 31, 2024Jul 31, 2024

    • non-parametric-transformers

      Public
      Code for "Self-Attention Between Datapoints: Going Beyond Individual Input-Output Pairs in Deep Learning"
      Python
      •
      Apache License 2.0
      •40•404•0•0•Updated Mar 21, 2024Mar 21, 2024

    • causal-bald

      Public
      Python
      •
      Apache License 2.0
      •7•15•0•0•Updated Jan 8, 2024Jan 8, 2024

    • oatomobile

      Public
      A research framework for autonomous driving
      autonomous-drivingimitation-learningcarla-simulator
      Python
      •
      Apache License 2.0
      •37•195•10•4•Updated Jul 6, 2023Jul 6, 2023

    • bdl-benchmarks

      Public
      Bayesian Deep Learning Benchmarks
      benchmark-frameworkbayesian-deep-learningdiabetic-retinopathy
      Jupyter Notebook
      •
      Apache License 2.0
      •94•662•9•2•Updated Mar 24, 2023Mar 24, 2023

    • quince

      Public
      Code for Quantifying Ignorance in Individual-Level Causal-Effect Estimates under Hidden Confounding
      Python
      •
      Apache License 2.0
      •2•0•0•0•Updated Oct 12, 2022Oct 12, 2022

    • overcast

      Public
      Scalable Sensitivity and Uncertainty Analysis for Causal-Effect Estimates of Continuous-Valued Interventions
      Python
      •
      Apache License 2.0
      •5•3•0•0•Updated Oct 12, 2022Oct 12, 2022

    • RHO-Loss

      Public
      Python
      •
      Apache License 2.0
      •17•186•2•0•Updated Oct 10, 2022Oct 10, 2022

    • EVE

      Public
      Official repository for the paper "Large-scale clinical interpretation of genetic variants using evolutionary data and deep learning". Joint collaboration between the Marks lab and the OATML group.
      pytorchgenerative-modelproteinevolutionary-dataeve-models
      Python
      •
      MIT License
      •53•58•3•0•Updated Sep 13, 2022Sep 13, 2022

    • NPPT

      Public
      Working code for non parametric protein transformer for bayesian optimisation
      Python
      •
      Apache License 2.0
      •40•1•0•0•Updated Apr 25, 2022Apr 25, 2022

    • clouds

      Public
      Exploring the effects of aerosols on proxies for cloud reflectivity
      Python
      •
      Apache License 2.0
      •0•0•0•0•Updated Nov 22, 2021Nov 22, 2021

    • ucate

      Public
      Uncertainty in Conditional Average Treatment Effect Estimation
      Python
      •
      Apache License 2.0
      •11•27•1•0•Updated Mar 15, 2021Mar 15, 2021

    • snr_issues_in_deep_gps

      Public
      On Signal-to-Noise Ratio Issues in Variational Inference for Deep Gaussian Processes
      Python
      •
      Apache License 2.0
      •1•1•0•0•Updated Nov 2, 2020Nov 2, 2020

    • deterministic-uncertainty-quantification

      Public
      Code for "Uncertainty Estimation Using a Single Deep Deterministic Neural Network"
      Python
      •31•3•0•0•Updated Jul 2, 2020Jul 2, 2020

    • radial_bnn

      Public
      Code to accompany the paper Radial Bayesian Neural Networks: Beyond Discrete Support In Large-Scale Bayesian Deep Learning
      Python
      •
      MIT License
      •3•1•0•0•Updated Mar 26, 2020Mar 26, 2020

    • tfpyth

      Public
      Putting TensorFlow back in PyTorch, back in TensorFlow (differentiable TensorFlow PyTorch adapters).
      Python
      •
      MIT License
      •97•2•0•0•Updated Jul 10, 2019Jul 10, 2019

    • BatchBALD

      Public
      Efficient and Diverse Batch Acquisition for Deep Bayesian Active Learning.
      Python
      •
      GNU General Public License v3.0
      •53•1•0•0•Updated Jul 5, 2019Jul 5, 2019