OATML

Repositories

• non-parametric-transformers

  Code for "Self-Attention Between Datapoints: Going Beyond Individual Input-Output Pairs in Deep Learning"
  Python Apache-2.0 13 155 0 0 Updated Jun 7, 2021

• oatomobile

  A research framework for autonomous driving

  autonomous-driving imitation-learning carla-simulator
  Python Apache-2.0 28 137 4 3 Updated Jun 4, 2021

• EVE

  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.

  pytorch protein generative-model evolutionary-data eve-models
  Python MIT 5 13 0 0 Updated May 6, 2021

• quince

  Forked from anndvision/quince

  Code for Quantifying Ignorance in Individual-Level Causal-Effect Estimates under Hidden Confounding
  Python Apache-2.0 1 0 0 0 Updated Mar 23, 2021

• ucate

  Uncertainty in Conditional Average Treatment Effect Estimation
  Python Apache-2.0 5 20 1 0 Updated Mar 15, 2021

• bdl-benchmarks

  Bayesian Deep Learning Benchmarks

  benchmark-framework bayesian-deep-learning diabetic-retinopathy
  Jupyter Notebook Apache-2.0 86 592 9 0 Updated Jan 22, 2021

• snr_issues_in_deep_gps

  Forked from timrudner/snr_issues_in_deep_gps

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

• deterministic-uncertainty-quantification

  Forked from y0ast/deterministic-uncertainty-quantification

  Code for "Uncertainty Estimation Using a Single Deep Deterministic Neural Network"
  Python 19 2 0 0 Updated Jul 2, 2020

• radial_bnn

  Forked from SebFar/radial_bnn

  Code to accompany the paper Radial Bayesian Neural Networks: Beyond Discrete Support In Large-Scale Bayesian Deep Learning
  Python MIT 2 1 0 0 Updated Mar 26, 2020

• tfpyth

  Forked from BlackHC/tfpyth

  Putting TensorFlow back in PyTorch, back in TensorFlow (differentiable TensorFlow PyTorch adapters).
  Python MIT 91 2 0 0 Updated Jul 10, 2019

• BatchBALD

  Forked from BlackHC/BatchBALD

  Efficient and Diverse Batch Acquisition for Deep Bayesian Active Learning.
  Python GPL-3.0 45 1 0 0 Updated Jul 5, 2019