alstonlo / torch-influenceView external linksLinks
A simple PyTorch implementation of influence functions.
☆92Jun 17, 2024Updated last year
Alternatives and similar repositories for torch-influence
Users that are interested in torch-influence are comparing it to the libraries listed below
Sorting:
- A simple Jax implementation of influence functions.☆20Apr 9, 2024Updated last year
- Influence Functions with (Eigenvalue-corrected) Kronecker-Factored Approximate Curvature☆180Jun 24, 2025Updated 7 months ago
- ☆63Jan 13, 2022Updated 4 years ago
- AI Logging for Interpretability and Explainability🔬☆140Jun 7, 2024Updated last year
- Code for the paper "Overconfidence is a Dangerous Thing: Mitigating Membership Inference Attacks by Enforcing Less Confident Prediction" …☆12Sep 6, 2023Updated 2 years ago
- Implementation of Estimating Training Data Influence by Tracing Gradient Descent (NeurIPS 2020)☆239Feb 14, 2022Updated 3 years ago
- Code for "Tracing Knowledge in Language Models Back to the Training Data"☆39Dec 27, 2022Updated 3 years ago
- ☆13Oct 20, 2022Updated 3 years ago
- Group-conditional DRO to alleviate spurious correlations☆15Jul 15, 2021Updated 4 years ago
- pyDVL is a library of stable implementations of algorithms for data valuation and influence function computation☆142Jan 16, 2026Updated 3 weeks ago
- [CVPR 2023] Regularizing Second-Order Influences for Continual Learning☆37May 19, 2023Updated 2 years ago
- Data for "Datamodels: Predicting Predictions with Training Data"☆97May 25, 2023Updated 2 years ago
- ☆807Dec 29, 2020Updated 5 years ago
- ☆64Apr 25, 2020Updated 5 years ago
- ☆38Jun 10, 2021Updated 4 years ago
- ☆10Oct 20, 2023Updated 2 years ago
- A simple and efficient baseline for data attribution☆11Nov 10, 2023Updated 2 years ago
- ☆15Apr 4, 2024Updated last year
- Influence Estimation for Gradient-Boosted Decision Trees☆29May 27, 2024Updated last year
- Implementation of Poincare Embedding in PyTorch☆13Jul 27, 2017Updated 8 years ago
- DISSECT: Disentangled Simultaneous Explanations via Concept Traversals☆12Feb 5, 2024Updated 2 years ago
- PyTorch implementation of "STNs" and "Delta-STNs".☆50Feb 20, 2021Updated 4 years ago
- ☆12Oct 23, 2022Updated 3 years ago
- Code implementing the experiments described in the NeurIPS 2018 paper "With Friends Like These, Who Needs Adversaries?".☆13Sep 11, 2020Updated 5 years ago
- `dattri` is a PyTorch library for developing, benchmarking, and deploying efficient data attribution algorithms.☆108Updated this week
- Accompanying code for "Boosted Prompt Ensembles for Large Language Models"☆30Apr 13, 2023Updated 2 years ago
- Membership Inference Competition☆32Jun 12, 2023Updated 2 years ago
- Fast and differentiable hidden Markov model in C++☆19Jan 20, 2023Updated 3 years ago
- This repository contains the implementation of Concept Activation Regions, a new framework to explain deep neural networks with human con…☆15Oct 7, 2022Updated 3 years ago
- Source code of NAACL 2025 Findings "Scaling Up Membership Inference: When and How Attacks Succeed on Large Language Models"☆15Dec 16, 2025Updated last month
- ☆14May 8, 2024Updated last year
- OpenDataVal: a Unified Benchmark for Data Valuation in Python (NeurIPS 2023)☆100Feb 4, 2025Updated last year
- ICASSP 2024 paper - A Fully Differentiable Model for Unsupervised Singing Voice Separation☆14Mar 7, 2025Updated 11 months ago
- Pytorch optimizers implementing Hilbert Constrained Gradient Descent☆19May 9, 2019Updated 6 years ago
- PyTorch Transformer-based Language Model Implementation of ConceptSHAP☆14Jun 11, 2020Updated 5 years ago
- ☆38Nov 24, 2021Updated 4 years ago
- Code for paper "Membership Inference Attacks Against Vision-Language Models"☆26Jan 25, 2025Updated last year
- a language model with gated conv nets (implements https://arxiv.org/pdf/1612.08083v1.pdf)☆16Jan 5, 2021Updated 5 years ago
- Implementation for MICCAI DART paper: 'Detecting Melanoma Fairly: Skin Tone Detection and Debiasing for Skin Lesion Classification'☆18Jun 22, 2022Updated 3 years ago