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
- A Python Data Valuation Package☆35Feb 3, 2023Updated 3 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☆294May 1, 2024Updated 2 years ago
- ☆10Jun 13, 2021Updated 4 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- [CVPR 2021] Scalability vs. Utility: Do We Have to Sacrifice One for the Other in Data Importance Quantification?☆34Dec 26, 2020Updated 5 years ago
- ☆16May 9, 2022Updated 3 years ago
- OpenDataVal: a Unified Benchmark for Data Valuation in Python (NeurIPS 2023)☆100Feb 4, 2025Updated last year
- This is an official repository for "LAVA: Data Valuation without Pre-Specified Learning Algorithms" (ICLR2023).☆53Jun 5, 2024Updated last year
- Distributional Shapley: A Distributional Framework for Data Valuation☆31May 1, 2024Updated 2 years ago
- An amortized approach for calculating local Shapley value explanations☆104Nov 29, 2023Updated 2 years ago
- Measuring data importance over ML pipelines using the Shapley value.☆45Aug 26, 2025Updated 8 months ago
- Tiny Tutorial on https://arxiv.org/abs/1703.04730☆14Nov 19, 2019Updated 6 years ago
- The PackNet Continual Learning Method in Pytorch☆15Aug 19, 2021Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Efficient Computation and Analysis of Distributional Shapley Values (AISTATS 2021)☆22Oct 19, 2023Updated 2 years ago
- Using tensorflow object detection api and openCV to calculate real world coordinates from top view with fixed height of the camera.☆10Jun 19, 2021Updated 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 7 months ago
- Unlearnable Examples Give a False Sense of Security: Piercing through Unexploitable Data with Learnable Examples☆11Oct 14, 2024Updated last year
- A server/client approach to face recognition. Aims to be fast, secure and iot friendly. Uses dlib.☆11May 7, 2021Updated 5 years ago
- NRLMFβ: Bata-distribution-rescored Neighborhood Regularized Logistic Matrix Factorization for Improving Performance of Drug–Target Intera…☆11Oct 12, 2021Updated 4 years ago
- HSViT: Horizontally Scalable Vision Transformer☆13Nov 6, 2024Updated last year
- (ACM MM24) This is the offical repository of GIST: Improving Parameter Efficient Fine Tuning via Knowledge Interaction.☆11Jan 28, 2024Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- 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
- The code for the Network Binarization via Contrastive Learning, which has been accepted to ECCV 2022.☆14Jul 13, 2022Updated 3 years ago
- Implementation for <Understanding Robust Overftting of Adversarial Training and Beyond> in ICML'22.☆13Jul 1, 2022Updated 3 years ago
- Collection of code and data related to the CHAMPS kaggle competition☆11Apr 6, 2022Updated 4 years ago
- Egocentric Temporal Motifs Miner☆13Nov 9, 2021Updated 4 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
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- DOneLogin Android: Facial verification for Two-Factors Authentication (2FA) on Android platform☆11Mar 30, 2021Updated 5 years ago
- Sparse graph attention☆17Sep 20, 2018Updated 7 years ago
- ☆12Aug 25, 2022Updated 3 years ago
- ☆14Dec 13, 2021Updated 4 years ago
- Human Protein Atlas image classification competition☆13May 22, 2023Updated 2 years ago
- Code for Learned Thresholds Token Merging and Pruning for Vision Transformers (LTMP). A technique to reduce the size of Vision Transforme…☆17Nov 24, 2024Updated last year
- Papers on fairness☆12Oct 20, 2020Updated 5 years ago