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@OATML

OATML

Oxford Applied and Theoretical Machine Learning Group

Popular repositories Loading

  1. Bayesian Deep Learning Benchmarks

    Jupyter Notebook 618 89

  2. Code for "Self-Attention Between Datapoints: Going Beyond Individual Input-Output Pairs in Deep Learning"

    Python 276 20

  3. A research framework for autonomous driving

    Python 143 32

  4. 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.

    Python 23 18

  5. ucate Public

    Uncertainty in Conditional Average Treatment Effect Estimation

    Python 21 6

Repositories

  • clouds Public

    Exploring the effects of aerosols on proxies for cloud reflectivity

    Python 0 Apache-2.0 0 0 0 Updated Nov 22, 2021
  • Python 10 Apache-2.0 3 0 0 Updated Nov 16, 2021
  • 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.

    Python 23 MIT 18 1 0 Updated Aug 27, 2021
  • bdl-benchmarks Public

    Bayesian Deep Learning Benchmarks

    Jupyter Notebook 618 Apache-2.0 89 9 1 Updated Aug 25, 2021
  • non-parametric-transformers Public

    Code for "Self-Attention Between Datapoints: Going Beyond Individual Input-Output Pairs in Deep Learning"

    Python 276 Apache-2.0 20 1 0 Updated Jul 6, 2021
  • quince Public

    Code for Quantifying Ignorance in Individual-Level Causal-Effect Estimates under Hidden Confounding

    Python 0 Apache-2.0 2 0 0 Updated Jun 15, 2021
  • oatomobile Public

    A research framework for autonomous driving

    Python 143 Apache-2.0 32 7 3 Updated Jun 4, 2021
  • ucate Public

    Uncertainty in Conditional Average Treatment Effect Estimation

    Python 21 Apache-2.0 6 1 0 Updated Mar 15, 2021
  • snr_issues_in_deep_gps Public

    On Signal-to-Noise Ratio Issues in Variational Inference for Deep Gaussian Processes

    Python 1 Apache-2.0 1 0 0 Updated Nov 2, 2020
  • deterministic-uncertainty-quantification Public

    Code for "Uncertainty Estimation Using a Single Deep Deterministic Neural Network"

    Python 2 26 0 0 Updated Jul 2, 2020

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