kschweig

kschweig's Stars

• fchollet/ARC-AGI

  The Abstraction and Reasoning Corpus

  Language:JavaScript3.4k559

• oxfordinternetinstitute/oxonfair

  Fairness toolkit for pytorch, scikit learn and autogluon

  Language:Python174

• FAIR-Universe/HEP-Challenge

  This is the repository for Fair Universe Uncertainty Challenge

  Language:Jupyter Notebook89

• jlko/semantic_uncertainty

  Codebase for reproducing the experiments of the semantic uncertainty paper (short-phrase and sentence-length experiments).

  Language:Python19018

• PufferAI/PufferLib

  Simplifying reinforcement learning for complex game environments

  Language:Python1.1k44

• ml-jku/SDLG

  SDLG is an efficient method to accurately estimate aleatoric semantic uncertainty in LLMs

  Language:Jupyter Notebook231

• NX-AI/xlstm

  Official repository of the xLSTM.

  Language:Python1.3k92

• RobustBench/robustbench

  RobustBench: a standardized adversarial robustness benchmark [NeurIPS 2021 Benchmarks and Datasets Track]

  Language:Python65599

• BorealisAI/advertorch

  A Toolbox for Adversarial Robustness Research

  Language:Jupyter Notebook1.3k196

• microsoft/promptbench

  A unified evaluation framework for large language models

  Language:Python2.4k179

• QData/TextAttack

  TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/

  Language:Python2.9k389

• bethgelab/foolbox

  A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX

  Language:Python2.7k425

• cleverhans-lab/cleverhans

  An adversarial example library for constructing attacks, building defenses, and benchmarking both

  Language:Jupyter Notebook6.2k1.4k

• spencerwooo/torchattack

  🛡 A set of adversarial attacks in PyTorch

  Language:Python312

• normal-computing/posteriors

  Uncertainty quantification with PyTorch

  Language:Python31412

• mseitzer/pytorch-fid

  Compute FID scores with PyTorch.

  Language:Python3.3k506

• abseil/abseil-py

  Abseil Common Libraries (Python)

  Language:Python2.3k247

• google-deepmind/uncertain_ground_truth

  Dermatology ddx dataset, Jax implementations of Monte Carlo conformal prediction, plausibility regions and statistical annotation aggregation from our recent work on uncertain ground truth (TMLR'23 and ArXiv pre-print).

  Language:Python53533

• gtegner/mine-pytorch

  Mutual Information Neural Estimation in Pytorch

  Language:Jupyter Notebook28454

• JavierAntoran/Bayesian-Neural-Networks

  Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

  Language:Jupyter Notebook1.8k304

• dsouzadaniel/fair_ensemble

  Language:Python62

• aamini/evidential-deep-learning

  Learn fast, scalable, and calibrated measures of uncertainty using neural networks!

  Language:Python43097

• aleximmer/Laplace

  Laplace approximations for Deep Learning.

  Language:Python45871

• teddykoker/evidential-learning-pytorch

  Evidential Deep Learning in PyTorch

  Language:Python406

• rajpurkarlab/cheXpert-test-set-labels

  545

• joojs/fairface

  FairFace: Face Attribute Dataset for Balanced Race, Gender, and Age

  41016

• Trusted-AI/adversarial-robustness-toolbox

  Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

  Language:Python4.8k1.2k

• Trusted-AI/AIF360

  A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

  Language:Python2.4k827

• socialfoundations/error-parity

  Achieve error-rate fairness between societal groups for any score-based classifier.

  Language:Python165

• UKPLab/sentence-transformers

  State-of-the-Art Text Embeddings

  Language:Python15k2.4k