Official Repo for "Efficient task-specific data valuation for nearest neighbor algorithms"
☆27Feb 21, 2020Updated 6 years ago
Alternatives and similar repositories for KNN-PVLDB
Users that are interested in KNN-PVLDB are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [CVPR 2021] Scalability vs. Utility: Do We Have to Sacrifice One for the Other in Data Importance Quantification?☆34Dec 26, 2020Updated 5 years ago
- PyTorch reimplementation of computing Shapley values via Truncated Monte Carlo sampling from "What is your data worth? Equitable Valuatio…☆28Jun 1, 2026Updated 3 months ago
- Data Shapley: Equitable Valuation of Data for Machine Learning☆300May 1, 2024Updated 2 years ago
- Beta Shapley: a Unified and Noise-reduced Data Valuation Framework for Machine Learning (AISTATS 2022 Oral)☆45Nov 10, 2022Updated 3 years ago
- Measuring data importance over ML pipelines using the Shapley value.☆45Aug 26, 2025Updated last year
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- ☆16May 9, 2022Updated 4 years ago
- ☆11Nov 18, 2021Updated 4 years ago
- Data-IQ: Characterizing subgroups with heterogeneous outcomes in tabular data (NeurIPS 2022)☆18Mar 20, 2023Updated 3 years ago
- Contains the implementation of the EDAIN and EDAIN-KL methods proposed in our paper. The research was also part of the thesis I wrote as …☆16Feb 19, 2024Updated 2 years ago
- Scalable data valuation using optimal transport (ICLR 2025)☆14Jul 15, 2025Updated last year
- h-Shap provides an exact, fast, hierarchical implementation of Shapley coefficients for image explanations☆16Nov 20, 2023Updated 2 years ago
- Official code implementation of "GEX: A flexible method for approximating influence via Geometric Ensemble" (NeurIPS 2023)☆14Jan 3, 2024Updated 2 years ago
- Alpha version of our data-centric visual benchmark for training data selection☆16Aug 28, 2023Updated 3 years ago
- crystalnet -- a mini core AI library (being refactored, see https://github.com/lgarithm/stdnn-ops)☆17Oct 1, 2019Updated 6 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- ☆10Jun 13, 2021Updated 5 years ago
- Data Banzhaf: A Robust Data Valuation Framework for Machine Learning (AISTATS 2023 Oral)☆18Oct 15, 2023Updated 2 years ago
- OpenDataVal: a Unified Benchmark for Data Valuation in Python (NeurIPS 2023)☆103Feb 4, 2025Updated last year
- Simple correct&smooth implementation in PyTorch.☆13Nov 8, 2022Updated 3 years ago
- An amortized approach for calculating local Shapley value explanations☆107Nov 29, 2023Updated 2 years ago
- Minimal (truly) muP implementation, consistent with TP4 and TP5 papers notation☆14Jan 2, 2026Updated 8 months ago
- ☆20Apr 25, 2023Updated 3 years ago
- Demo code for CVPR 2016 paper: Learning a Discriminative Null Space for Person Re-identification☆13May 23, 2018Updated 8 years ago
- ETNgen: A temporal graph generator based on Egocentric Temporal Motifs☆15Aug 11, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Study repo for David Silver's Reinforcement Learning Course☆13Apr 26, 2019Updated 7 years ago
- This repository contains the implementation of DPMLBench: Holistic Evaluation of Differentially Private Machine Learning☆11Nov 24, 2023Updated 2 years ago
- Replication data and code for "Prestige drives epistemic inequality in the diffusion of scientific ideas"☆14Dec 14, 2018Updated 7 years ago
- ☆12Aug 25, 2022Updated 4 years ago
- Human Protein Atlas image classification competition☆13May 22, 2023Updated 3 years ago
- ☆11Jan 23, 2020Updated 6 years ago
- Gremlin-Python tutorial☆14Nov 15, 2024Updated last year
- Official code for the paper "Compositional Generalization from First Principles" (NeurIPS 2023)☆15Jul 25, 2023Updated 3 years ago
- Code for Tangent Model Composition for Ensembling and Continual Fine-tuning (ICCV 2023) and Tangent Transformers for Composition, Privacy…☆14May 14, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Machine Learning with the Minimum Nescience Principle.☆11Updated this week
- ☆12Jul 30, 2025Updated last year
- Deploy a Custom Machine Learning engine and Monitor Payload Logging and Fairness using AI OpenScale☆12Sep 17, 2025Updated last year
- [CVPR 2022] Implementation of "Shapley-NAS: Discovering Operation Contribution for Neural Architecture Search"☆23Jan 9, 2023Updated 3 years ago
- Towards Efficient Shapley Value Estimation via Cross-contribution Maximization☆14Jul 8, 2022Updated 4 years ago
- Datasets for fairness-aware machine learning☆14Mar 4, 2025Updated last year
- Concept Learning Dynamics☆17Oct 29, 2024Updated last year