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Popular repositories

  1. cnaps cnaps Public

    Code for: "Fast and Flexible Multi-Task Classification Using Conditional Neural Adaptive Processes" and "TaskNorm: Rethinking Batch Normalization for Meta-Learning"

    Python 156 22

  2. convcnp convcnp Public

    Implementation of the Convolutional Conditional Neural Process

    Jupyter Notebook 118 19

  3. DUN DUN Public

    Code for "Depth Uncertainty in Neural Networks" (https://arxiv.org/abs/2006.08437)

    Jupyter Notebook 71 11

  4. EinsumNetworks EinsumNetworks Public

    Python 49 19

  5. mphil-intro-module mphil-intro-module Public

    Jupyter notebooks on inference, regression and classification for MPhil students

    Jupyter Notebook 41 8

  6. weighted-retraining weighted-retraining Public

    Jupyter Notebook 37 12

Repositories

Showing 10 of 44 repositories
  • acp Public

    Code for the paper "Approximating full conformal prediction at scale via influence functions""

    Jupyter Notebook 6 MIT 1 0 0 Updated Apr 25, 2024
  • CLUE Public

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

    Python 34 MIT 4 2 0 Updated Apr 23, 2024
  • sgd-gp Public

    Public code for running Stochastic Gradient Descent on GPs.

    Python 16 MIT 0 1 0 Updated Apr 14, 2024
  • blog Public Forked from mlg-blog/mlg-blog.github.io

    MLG Blog

    SCSS 0 2 0 0 Updated Apr 12, 2024
  • melloo Public
    Python 0 0 0 0 Updated Mar 30, 2024
  • RECOMBINER Public

    Pytorch Implementation of INR-based codec RECOMBINER (Robust and Enhanced Compression with Bayesian Implicit Neural Representations)

    Python 3 MIT 1 0 0 Updated Mar 9, 2024
  • sngd Public

    Surrogate natural gradient descent (SNGD) experiments.

    Python 2 0 0 0 Updated Mar 9, 2024
  • tp-nica Public
    0 0 0 0 Updated Mar 8, 2024
  • combiner Public
    Python 18 MIT 1 1 0 Updated Mar 5, 2024
  • dp-few-shot Public

    Code for: "On the Efficacy of Differentially Private Few-shot Image Classification" published in TMLR 12/2023.

    Python 6 MIT 0 0 0 Updated Dec 19, 2023

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