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]
☆28Jan 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official Repo for "Efficient task-specific data valuation for nearest neighbor algorithms"☆27Feb 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
- Data Shapley: Equitable Valuation of Data for Machine Learning☆293May 1, 2024Updated last year
- Scalable data valuation using optimal transport (ICLR 2025)☆13Jul 15, 2025Updated 9 months ago
- [CVPR 2021] Scalability vs. Utility: Do We Have to Sacrifice One for the Other in Data Importance Quantification?☆34Dec 26, 2020Updated 5 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆16May 9, 2022Updated 3 years ago
- OpenDataVal: a Unified Benchmark for Data Valuation in Python (NeurIPS 2023)☆100Feb 4, 2025Updated last year
- Distributional Shapley: A Distributional Framework for Data Valuation☆31May 1, 2024Updated last year
- pyDVL is a library of stable implementations of algorithms for data valuation and influence function computation☆145Feb 11, 2026Updated 2 months ago
- Measuring data importance over ML pipelines using the Shapley value.☆45Aug 26, 2025Updated 7 months ago
- 💱 A curated list of data valuation (DV) to design your next data marketplace☆141Feb 20, 2025Updated last year
- The PackNet Continual Learning Method in Pytorch☆15Aug 19, 2021Updated 4 years ago
- A simple web demo with minimal framework using PyTorch and Streamlit to showcase an image classification model.☆13Dec 17, 2022Updated 3 years ago
- Efficient Computation and Analysis of Distributional Shapley Values (AISTATS 2021)☆22Oct 19, 2023Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Phishing detection using GNNs (SECRYPT'22)☆15Jun 6, 2025Updated 10 months ago
- Data Banzhaf: A Robust Data Valuation Framework for Machine Learning (AISTATS 2023 Oral)☆18Oct 15, 2023Updated 2 years ago
- Evidential Calibration☆11Mar 8, 2022Updated 4 years ago
- Simple correct&smooth implementation in PyTorch.☆13Nov 8, 2022Updated 3 years ago
- Code for "Purify Unlearnable Examples via Rate-Constrained Variational Autoencoders" at ICML 2024☆10Sep 18, 2025Updated 6 months ago
- A server/client approach to face recognition. Aims to be fast, secure and iot friendly. Uses dlib.☆11May 7, 2021Updated 4 years ago
- NRLMFβ: Bata-distribution-rescored Neighborhood Regularized Logistic Matrix Factorization for Improving Performance of Drug–Target Intera…☆11Oct 12, 2021Updated 4 years ago
- A collection of topological data analysis links, frameworks, libraries and software. Inspired by awesome projects line.☆19Aug 7, 2024Updated last year
- Track points in a video using the SIFT algorithm and OpenCV.☆13Jan 21, 2020Updated 6 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- The code for the Network Binarization via Contrastive Learning, which has been accepted to ECCV 2022.☆14Jul 13, 2022Updated 3 years ago
- Repository of the paper "On the Trade-off between Over-smoothing and Over-squashing in Deep Graph Neural Networks" published in ACM CIKM …☆19Aug 8, 2023Updated 2 years ago
- Collection of code and data related to the CHAMPS kaggle competition☆11Apr 6, 2022Updated 4 years ago
- Egocentric Temporal Motifs Miner☆12Nov 9, 2021Updated 4 years ago
- ☆16Nov 25, 2022Updated 3 years ago
- 用pytorch训练18层残差神经网络，用pyqt设计界面☆12Jun 23, 2020Updated 5 years ago
- Replication data and code for "Prestige drives epistemic inequality in the diffusion of scientific ideas"☆14Dec 14, 2018Updated 7 years ago
- Advanced Machine Learning Course☆13Nov 16, 2024Updated last year
- User handbook for mist-v2☆27Dec 16, 2023Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆12Aug 25, 2022Updated 3 years ago
- This repository contains the code for the paper "TaylorShift: Shifting the Complexity of Self-Attention from Squared to Linear (and Back)…☆14Feb 25, 2026Updated last month
- Fine Grained Image Classification with Class Imbalance using Bilinear EfficientNet with Focal Loss and Label Smoothing☆10May 28, 2020Updated 5 years ago
- Github Actions: run code with EasyConnect VPN !☆18Jul 18, 2021Updated 4 years ago
- Human Protein Atlas image classification competition☆13May 22, 2023Updated 2 years ago
- Papers on fairness☆12Oct 20, 2020Updated 5 years ago
- [NeurIPS 2021] "Drawing Robust Scratch Tickets: Subnetworks with Inborn Robustness Are Found within Randomly Initialized Networks" by Yon…☆13Feb 13, 2022Updated 4 years ago