Data-OOB: Out-of-bag Estimate as a Simple and Efficient Data Value (ICML 2023)
☆21Jul 26, 2023Updated 2 years ago
Alternatives and similar repositories for dataoob
Users that are interested in dataoob are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This is an official repository for "LAVA: Data Valuation without Pre-Specified Learning Algorithms" (ICLR2023).☆54Jun 5, 2024Updated 2 years ago
- A Python Data Valuation Package☆35Feb 3, 2023Updated 3 years ago
- Scalable data valuation using optimal transport (ICLR 2025)☆13Jul 15, 2025Updated 10 months ago
- Official Repo for "Efficient task-specific data valuation for nearest neighbor algorithms"☆27Feb 21, 2020Updated 6 years ago
- Measuring data importance over ML pipelines using the Shapley value.☆45Aug 26, 2025Updated 9 months 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.
- Beta Shapley: a Unified and Noise-reduced Data Valuation Framework for Machine Learning (AISTATS 2022 Oral)☆43Nov 10, 2022Updated 3 years ago
- 💱 A curated list of data valuation (DV) to design your next data marketplace☆143Feb 20, 2025Updated last year
- Data Banzhaf: A Robust Data Valuation Framework for Machine Learning (AISTATS 2023 Oral)☆18Oct 15, 2023Updated 2 years ago
- pyDVL is a library of stable implementations of algorithms for data valuation and influence function computation☆146Apr 13, 2026Updated last month
- Data Shapley: Equitable Valuation of Data for Machine Learning☆296May 1, 2024Updated 2 years ago
- Distributional Shapley: A Distributional Framework for Data Valuation☆32May 1, 2024Updated 2 years ago
- This is an official repository for "Performance Scaling via Optimal Transport: Enabling Data Selection from Partially Revealed Sources" (…☆14Oct 26, 2023Updated 2 years ago
- ☆39Feb 25, 2024Updated 2 years ago
- [CVPR 2022] Implementation of "Shapley-NAS: Discovering Operation Contribution for Neural Architecture Search"☆23Jan 9, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Automatically notifies you of start and completion using environment variables☆12Aug 4, 2023Updated 2 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
- 77,370条敏感文本和22,823个敏感词的高质量数据集，并进行分类☆18Mar 18, 2025Updated last year
- SpinWalk, a framework for Monte-Carlo simulation to model spins random walk within a network. SpinWalk paper:☆14Mar 11, 2026Updated 3 months ago
- ☆13Oct 2, 2023Updated 2 years ago
- ☆18Feb 7, 2024Updated 2 years ago
- This is the official implmentation of Domain-Adaptive Text Classification with Structured Knowledge from Unlabeled Data (IJCAI 2022 Long …☆11Mar 8, 2023Updated 3 years ago
- This is a PyTorch reimplementation of Influence Functions from the ICML2017 best paper: Understanding Black-box Predictions via Influence…☆17Jun 20, 2020Updated 5 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.
- DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models (ICLR 2024)☆81Oct 3, 2024Updated last year
- Time series data contribution via influence functions☆17Jan 18, 2025Updated last year
- [NeurIPS 2023] Differentially Private Image Classification by Learning Priors from Random Processes☆12Jun 12, 2023Updated 3 years ago
- ☆67Jan 13, 2022Updated 4 years ago
- CascadER: Cross-Modal Cascading for Knowledge Graph Link Prediction (arXiv 22)☆13Jun 17, 2022Updated 3 years ago
- PyTorch implementation of POEM (Out-of-distribution detection with posterior sampling), ICML 2022☆28May 6, 2023Updated 3 years ago
- This is the implementation of k-space cold diffusion model for accelerated MRI reconstruction.☆23Oct 12, 2024Updated last year
- ☆15Nov 12, 2021Updated 4 years ago
- This is the Pytorch implementation of paper--Training deep neural-networks using a noise adaptation layer.☆10Apr 18, 2021Updated 5 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- ☆26Mar 17, 2023Updated 3 years ago
- Codes and Solutions of "Numerical Linear Algebra by Trefethen"☆15Nov 16, 2023Updated 2 years ago
- Official code for Fisher information embedding for node and graph learning (ICML 2023)☆19Jun 17, 2023Updated 2 years ago
- AQuA: A Benchmarking Tool for Label Quality Assessment, NeurIPS'23 D&B☆23Oct 17, 2023Updated 2 years ago
- [ICLR 2022] "Deep Ensembling with No Overhead for either Training or Testing: The All-Round Blessings of Dynamic Sparsity" by Shiwei Liu,…☆27Jun 15, 2022Updated 3 years ago
- ☆27Apr 30, 2025Updated last year
- Bivariate Shapley is a Shapley-based method of identifying directional feature interactions and feature redundancy☆20May 19, 2025Updated last year