PyTorch reimplementation of computing Shapley values via Truncated Monte Carlo sampling from "What is your data worth? Equitable Valuation of Data" by Amirata Ghorbani and James Zou [ICML 2019]
☆27Jan 21, 2022Updated 4 years ago
Alternatives and similar repositories for Shapley_Valuation
Users that are interested in Shapley_Valuation are comparing it to the libraries listed below
Sorting:
- Official Repo for "Efficient task-specific data valuation for nearest neighbor algorithms"☆26Feb 21, 2020Updated 6 years ago
- Beta Shapley: a Unified and Noise-reduced Data Valuation Framework for Machine Learning (AISTATS 2022 Oral)☆43Nov 10, 2022Updated 3 years ago
- Distributional Shapley: A Distributional Framework for Data Valuation☆30May 1, 2024Updated last year
- Data Shapley: Equitable Valuation of Data for Machine Learning☆288May 1, 2024Updated last year
- [CVPR 2021] Scalability vs. Utility: Do We Have to Sacrifice One for the Other in Data Importance Quantification?☆33Dec 26, 2020Updated 5 years ago
- ☆10Jun 13, 2021Updated 4 years ago
- A Python Data Valuation Package☆33Feb 3, 2023Updated 3 years ago
- Scalable data valuation using optimal transport (ICLR 2025)☆13Jul 15, 2025Updated 7 months ago
- A collection of topological data analysis links, frameworks, libraries and software. Inspired by awesome projects line.☆19Aug 7, 2024Updated last year
- ☆16May 9, 2022Updated 3 years ago
- Measuring data importance over ML pipelines using the Shapley value.☆45Aug 26, 2025Updated 6 months ago
- This is an official repository for "LAVA: Data Valuation without Pre-Specified Learning Algorithms" (ICLR2023).☆52Jun 5, 2024Updated last year
- An amortized approach for calculating local Shapley value explanations☆105Nov 29, 2023Updated 2 years ago
- Smooshing animals with UMAP and WebGL☆31Sep 20, 2019Updated 6 years ago
- 💱 A curated list of data valuation (DV) to design your next data marketplace☆138Feb 20, 2025Updated last year
- Code base for the practitioner's guide to the ONC algorithm paper published with the Journal of Financial Data Science☆20Jun 8, 2023Updated 2 years ago
- Advanced Machine Learning Course☆13Nov 16, 2024Updated last year
- asw.cluster R package for calculating group faultlines☆12Aug 20, 2023Updated 2 years ago
- This UE4 project contains the Telekinesis Mechanic for Control☆11Jul 26, 2020Updated 5 years ago
- R scripts and data sets that can be used to reproduce the results presented in the paper "Bayesian additive regression trees with model t…☆10Dec 13, 2022Updated 3 years ago
- ☆13Jul 3, 2024Updated last year
- An active RFID system for locating free roaming pets / wildlife.☆10Jul 22, 2023Updated 2 years ago
- A system used to request absentee ballots in the state of Virginia. 📬☆10Sep 14, 2023Updated 2 years ago
- Fine Grained Image Classification with Class Imbalance using Bilinear EfficientNet with Focal Loss and Label Smoothing☆10May 28, 2020Updated 5 years ago
- ChatTube: A Retrieval QA System to Youtube Videos☆10Jun 6, 2023Updated 2 years ago
- SODEN: A Scalable Continuous-Time Survival Model through Ordinary Differential Equation Networks☆14Mar 2, 2023Updated 3 years ago
- Image Annotator Web-app using Plotly-Dash, MongoDB, and MLflow☆14Nov 22, 2022Updated 3 years ago
- Pytorch Implementation of Lightweight and robust representation of economic scales from satellite imagery.☆13Nov 21, 2019Updated 6 years ago
- Algorithm to detect bursts in the EEG of preterm infants (Python version of an existing Matlab program)☆11Feb 17, 2020Updated 6 years ago
- Weighted Masks Fusion (WMF) - Ensembling for Instance Segmentation.☆11Aug 1, 2023Updated 2 years ago
- Smart Waste Management System using IoT☆12Jan 9, 2023Updated 3 years ago
- Trade equities with python algorithms.☆15Apr 8, 2024Updated last year
- The Zhang's lab aims to provide a model or GUI of algorithm for example and further studies. ALL of them are used just for research, but…☆10Apr 13, 2020Updated 5 years ago
- A data analysis package for high-dimensional, multi-block data.☆12Jan 13, 2022Updated 4 years ago
- My implemention of Hidden Markov Model(HMM) and Conditional Random Field(CRF) for Part of Speech tagging in python 3.6☆11Nov 7, 2018Updated 7 years ago
- ☆11Feb 18, 2022Updated 4 years ago
- ☆11Aug 31, 2023Updated 2 years ago
- Code for Learning idiolectal style variation in online register☆10May 18, 2023Updated 2 years ago
- Faster and cheaper! parallel processing of Anthropic API requests, optimizing for speed, cost-efficiency, and rate limit compliance.☆15Oct 1, 2024Updated last year