`dattri` is a PyTorch library for developing, benchmarking, and deploying efficient data attribution algorithms.
β125Mar 24, 2026Updated 6 months ago
Alternatives and similar repositories for dattri
Users that are interested in dattri are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- AI Logging for Interpretability and Explainabilityπ¬β148Jun 7, 2024Updated 2 years ago
- Influence Functions with (Eigenvalue-corrected) Kronecker-Factored Approximate Curvatureβ198May 23, 2026Updated 4 months ago
- A fast, effective data attribution method for neural networks in PyTorchβ245Nov 18, 2024Updated last year
- OpenDataVal: a Unified Benchmark for Data Valuation in Python (NeurIPS 2023)β103Feb 4, 2025Updated last year
- Debiasing Through Data Attributionβ13May 23, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer β’ AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- pyDVL is a library of stable implementations of algorithms for data valuation and influence function computationβ146Apr 13, 2026Updated 5 months ago
- π± A curated list of data valuation (DV) to design your next data marketplaceβ144Aug 14, 2026Updated last month
- Intriguing Properties of Data Attribution on Diffusion Models (ICLR 2024)β38Jan 23, 2024Updated 2 years ago
- β21Jun 27, 2026Updated 2 months ago
- Code for the paper "Data Attribution for Text-to-Image Models by Unlearning Synthesized Images."β17May 23, 2025Updated last year
- A simple and efficient baseline for data attributionβ11Nov 10, 2023Updated 2 years ago
- Code for "Tracing Knowledge in Language Models Back to the Training Data"β40Dec 27, 2022Updated 3 years ago
- A toolkit for quantitative evaluation of data attribution methods.β60Updated this week
- A simple PyTorch implementation of influence functions.β97Jun 17, 2024Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI β’ AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- β66Jan 13, 2022Updated 4 years ago
- This is an official repository for "LAVA: Data Valuation without Pre-Specified Learning Algorithms" (ICLR2023).β53Jun 5, 2024Updated 2 years ago
- GhostSuite (Official Codebase for "Data Shapley in One Training Run", ICLR'25)β45Jul 5, 2026Updated 2 months ago
- Influence Analysis and Estimation - Survey, Papers, and Taxonomyβ90Feb 27, 2024Updated 2 years ago
- Highlight errors in a bib file: missing URLs, capitalization protection, etcβ28May 12, 2024Updated 2 years ago
- PyTorch linear operators for curvature matrices (Hessian, Fisher/GGN, KFAC, ...)β71Jul 17, 2026Updated 2 months ago
- An implementation of online data mixing for the Pile dataset, based on the GPT-NeoX library.β14Jan 9, 2024Updated 2 years ago
- A simple Jax implementation of influence functions.β21Apr 9, 2024Updated 2 years ago
- Web archiving utility libraryβ12Sep 8, 2026Updated 2 weeks ago
- Deploy to Railway using AI coding agents - Free Credits Offer β’ AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Data Banzhaf: A Robust Data Valuation Framework for Machine Learning (AISTATS 2023 Oral)β18Oct 15, 2023Updated 2 years ago
- Code for NeurIPS'23 paper "A Bayesian Approach To Analysing Training Data Attribution In Deep Learning"β17Jan 12, 2024Updated 2 years ago
- Implementation of Influence Function approximations for differently sized ML models, using PyTorchβ18Sep 15, 2023Updated 3 years ago
- A Survey on Data Selection for Language Modelsβ261Apr 29, 2025Updated last year
- Time series data contribution via influence functionsβ17Jan 18, 2025Updated last year
- Scalable data valuation using optimal transport (ICLR 2025)β14Jul 15, 2025Updated last year
- Efficient approximation algorithms for Shapley Values in Horizontal Enterprise Federated Learningβ13May 5, 2020Updated 6 years ago
- Tiny Tutorial on https://arxiv.org/abs/1703.04730β14Nov 19, 2019Updated 6 years ago
- Implementation of FedBaryβ18Mar 24, 2025Updated last year
- Managed Database hosting by DigitalOcean β’ AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- PyTorch and NNsight implementation of AtP* (Kramar et al 2024, DeepMind)β21Jan 19, 2025Updated last year
- β51Mar 24, 2023Updated 3 years ago
- β42May 2, 2024Updated 2 years ago
- Benchmark Test-Time Scaling of General LLM Agentsβ25Apr 14, 2026Updated 5 months ago
- Large-batch Training, Neural Network Optimizationβ11Nov 8, 2019Updated 6 years ago
- [ICML 2024] Selecting High-Quality Data for Training Language Modelsβ203Dec 8, 2025Updated 9 months ago
- Minimal (truly) muP implementation, consistent with TP4 and TP5 papers notationβ14Jan 2, 2026Updated 8 months ago