Scalable data valuation using optimal transport (ICLR 2025)
☆13Jul 15, 2025Updated 7 months ago
Alternatives and similar repositories for sava
Users that are interested in sava are comparing it to the libraries listed below
Sorting:
- This is an official repository for "LAVA: Data Valuation without Pre-Specified Learning Algorithms" (ICLR2023).☆52Jun 5, 2024Updated last year
- Implementation of FedBary☆16Mar 24, 2025Updated 11 months ago
- OpenDataVal: a Unified Benchmark for Data Valuation in Python (NeurIPS 2023)☆100Feb 4, 2025Updated last year
- Data-OOB: Out-of-bag Estimate as a Simple and Efficient Data Value (ICML 2023)☆21Jul 26, 2023Updated 2 years ago
- PyTorch reimplementation of computing Shapley values via Truncated Monte Carlo sampling from "What is your data worth? Equitable Valuatio…☆27Jan 21, 2022Updated 4 years ago
- Data Valuation without Training of a Model, submitted to ICLR'23☆22Dec 30, 2022Updated 3 years ago
- A Python Data Valuation Package☆33Feb 3, 2023Updated 3 years ago
- 💱 A curated list of data valuation (DV) to design your next data marketplace☆138Feb 20, 2025Updated last year
- The approach involves the usage of Multi-Criteria Decision Analyses, including Weighted Sum Model (WSM), Weighted Product Model (WPM) and…☆11Oct 22, 2021Updated 4 years ago
- Measuring data importance over ML pipelines using the Shapley value.☆45Aug 26, 2025Updated 6 months ago
- Zoopla API bindings for Python☆12Apr 30, 2018Updated 7 years ago
- Automatically notifies you of start and completion using environment variables☆13Aug 4, 2023Updated 2 years ago
- Beta Shapley: a Unified and Noise-reduced Data Valuation Framework for Machine Learning (AISTATS 2022 Oral)☆43Nov 10, 2022Updated 3 years ago
- Code for NeurIPS 2019 paper "Screening Sinkhorn Algorithm for Regularized Optimal Transport"☆10Feb 10, 2020Updated 6 years ago
- CLV prediction with pareto-NBD model☆12Jul 1, 2016Updated 9 years ago
- Create reliability diagrams to quantify ML calibration.☆10Feb 1, 2022Updated 4 years ago
- Enabling Live Migration for Computational Notebooks.☆14Mar 11, 2024Updated last year
- Toolkit in Python for the acquisition, analysis and visualization of motion capture using IMU☆14May 19, 2021Updated 4 years ago
- ☆13Jul 14, 2025Updated 7 months ago
- Fast and Computationally efficient Continual Learning for NanoDet anchor-free Object Detector☆12Dec 16, 2024Updated last year
- Implementation of: Kristiadi, Agustinus, and Asja Fischer. "Predictive Uncertainty Quantification with Compound Density Networks." (2019)…☆16May 26, 2022Updated 3 years ago
- AutoLibra: Metric Induction for Agents from Open-Ended Human Feedback☆17Oct 15, 2025Updated 4 months ago
- VSCode extension for coredumpy☆14Apr 1, 2025Updated 11 months ago
- Python environment setup and customizations.☆12Apr 27, 2021Updated 4 years ago
- Code to scrape CVPR website for list of accepted papers, find their arXiv links, extract metadata, and download pdfs☆10Jun 12, 2024Updated last year
- AirIndex: Versatile Index Tuning Through Data and Storage☆10Dec 18, 2024Updated last year
- Implemeting Meta AI's VGGT as a FiftyOne Remote Zoo Model☆20Jun 20, 2025Updated 8 months ago
- a distributed computation platform for running Python and Bash computation tasks on multiple nodes☆12Mar 19, 2025Updated 11 months ago
- Albumentations Data Augmentation Plugin for FiftyOne!☆14Aug 22, 2024Updated last year
- [VLDB'22] Cardinality Estimation of Approximate Substring Queries using Deep Learning.☆10Jul 18, 2025Updated 7 months ago
- The code Implementation of the paper “Exploring Correlations of Self-Supervised Tasks for Graphs”.☆11May 15, 2024Updated last year
- A Google Colab for DFDNet: Blind Face Restoration☆12Aug 9, 2021Updated 4 years ago
- [ACL2023, Findings] Source codes for the paper "Werewolf Among Us: Multimodal Resources for Modeling Persuasion Behaviors in Social Deduc…☆16Feb 22, 2025Updated last year
- Create a data pipeline on AWS to execute batch processing in a Spark cluster provisioned by Amazon EMR. ETL using managed airflow: extrac…☆10Jul 12, 2021Updated 4 years ago
- Python package to accelerate research on generalized out-of-distribution (OOD) detection.☆15Jun 19, 2024Updated last year
- Project of ACL 2025 "UAlign: Leveraging Uncertainty Estimations for Factuality Alignment on Large Language Models"☆14Mar 25, 2025Updated 11 months ago
- ☆12Apr 30, 2024Updated last year
- Plugin to support creating and developing Mbed OS projects in CLion☆10May 28, 2021Updated 4 years ago
- ☆10May 28, 2023Updated 2 years ago