kakaeriol

kakaeriol's Stars

• EbookFoundation/free-programming-books

  :books: Freely available programming books

  326k60.5k

• easeml/datascope

  Measuring data importance over ML pipelines using the Shapley value.

  Language:Python354

• reds-lab/projektor

  This is an official repository for "Performance Scaling via Optimal Transport: Enabling Data Selection from Partially Revealed Sources" (NeurIPS 2023).

  Language:Python91

• kolpaczki/svarm-iq

  This repository contains the proposed algorithm SVARM-IQ and the code to rperoduce the experiments of the paper "SVARM-IQ; Efficient Approximation of Any-order Shapley-Interactions through Stratification"

  Language:Python1

• p-lambda/dsir

  DSIR large-scale data selection framework for language model training

  Language:Python19916

• kolpaczki/Approximating-the-Shapley-Value-without-Marginal-Contributions

  Code and Appendix for Shapley Approximation Methods SVARM and Stratified SVARM (AAAI 2024)

  Language:Python22

• BobbyZhouZijian/ProbablyApproximateShapleyFairness

  Code Repository for the AAAI-23 Oral Paper "Probably Approximate Shapley Fairness with Applications in Machine Learning"

  Language:Python4

• NVIDIA/apex

  A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

  Language:Python8.2k1.4k

• bytedance/byteps

  A high performance and generic framework for distributed DNN training

  Language:Python3.6k488

• XinyiYS/CollaborativeFairFederatedLearning

  Official implementation of our work "Collaborative Fairness in Federated Learning."

  Language:Python4812

• google-research/federated

  A collection of Google research projects related to Federated Learning and Federated Analytics.

  Language:Python666190

• YehongZ/CollaborativeBO

  Collaborative Bayesian Optimization with Fair Regret

  Language:Python1

• microsoft/generative-ai-for-beginners

  18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

  Language:Jupyter Notebook55k28.2k

• aliutkus/torchinterp1d

  1D interpolation for pytorch

  Language:Python16219

• CoRiis/active-learning-fbgp

  Bayesian Active Learning with Fully Bayesian Gaussian Processes

  Language:Python101

• QianLab/NR_SMOCU_SGD_GPC

  open source code for the paper "Efficient Active Learning for Gaussian Process Classification by Error Reduction"

  Language:Python41

• fbickfordsmith/epig

  Bayesian active learning with EPIG data acquisition

  Language:Python234

• openai/CLIP

  CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

  Language:Jupyter Notebook23.5k3.1k

• youngfish42/Awesome-FL

  Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)

  Language:Python1.4k172

• skywalker023/confaide

  🤫 Code and benchmark for our ICLR 2024 spotlight paper: "Can LLMs Keep a Secret? Testing Privacy Implications of Language Models via Contextual Integrity Theory"

  Language:Python281

• brunocampos01/federated-learning-for-text-generation

  Machine learning project using federated learning for text generation

  Language:Python102

• marcoancona/DASP

  Keras implementation for DASP: Deep Approximate Shapley Propagation (ICML 2019)

  Language:Python6013

• aai-institute/pyDVL

  pyDVL is a library of stable implementations of algorithms for data valuation and influence function computation

  Language:Python899

• RAMitchell/shap_sampling

  Language:Python51

• daviddao/awesome-data-valuation

  💱 A curated list of data valuation (DV) to design your next data marketplace

  9310

• privacytrustlab/ml_privacy_meter

  Privacy Meter: An open-source library to audit data privacy in statistical and machine learning algorithms.

  Language:Jupyter Notebook55799

• wangleye/FedValue

  Language:Jupyter Notebook51

• muandet-lab/ExplainingGaussianProcess

  The repository contains code for the project "Explain the uncertain: Stochastic Shapley Values for Gaussian Process Models"

  Language:Jupyter Notebook82

• dair-ai/ML-Papers-of-the-Week

  🔥Highlighting the top ML papers every week.

  9.3k537