☆805Dec 29, 2020Updated 5 years ago
Alternatives and similar repositories for influence-release
Users that are interested in influence-release 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 a PyTorch reimplementation of Influence Functions from the ICML2017 best paper: Understanding Black-box Predictions via Influence…☆348Oct 29, 2023Updated 2 years ago
- ☆51Mar 24, 2023Updated 3 years ago
- code release for Representer point Selection for Explaining Deep Neural Network in NeurIPS 2018☆66Sep 13, 2021Updated 4 years ago
- Toolkit to Hack Your Deep Learning Models☆234Jan 23, 2018Updated 8 years ago
- Review and analysis of the ICML 2017 best paper: "Understanding Black-box Predictions via Influence Functions"☆12Mar 16, 2018Updated 8 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆62Jun 8, 2021Updated 5 years ago
- ☆33Nov 27, 2017Updated 8 years ago
- Official Implementation of Unweighted Data Subsampling via Influence Function - AAAI 2020☆64Apr 14, 2021Updated 5 years ago
- ☆64Apr 25, 2020Updated 6 years ago
- A simple PyTorch implementation of influence functions.☆96Jun 17, 2024Updated 2 years ago
- ☆66Jan 13, 2022Updated 4 years ago
- Code for paper "Learning to Reweight Examples for Robust Deep Learning"☆270Mar 22, 2019Updated 7 years ago
- Supporting code for the paper "Finding Influential Training Samples for Gradient Boosted Decision Trees"☆68May 28, 2024Updated 2 years ago
- Data for "Datamodels: Predicting Predictions with Training Data"☆97May 25, 2023Updated 3 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.
- Tiny Tutorial on https://arxiv.org/abs/1703.04730☆14Nov 19, 2019Updated 6 years ago
- Implementation of Influence Function approximations for differently sized ML models, using PyTorch☆18Sep 15, 2023Updated 2 years ago
- ☆134Aug 7, 2019Updated 7 years ago
- Implementation of Estimating Training Data Influence by Tracing Gradient Descent (NeurIPS 2020)☆244Feb 14, 2022Updated 4 years ago
- Lime: Explaining the predictions of any machine learning classifier☆12,167Jul 25, 2024Updated 2 years ago
- Code to reproduce results in our ACL 2018 paper "Did the Model Understand the Question?"☆33Jul 17, 2018Updated 8 years ago
- Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples☆912Jun 10, 2023Updated 3 years ago
- Influence Functions with (Eigenvalue-corrected) Kronecker-Factored Approximate Curvature☆198May 23, 2026Updated 2 months ago
- Attacking a dog vs fish classification that uses transfer learning inceptionV3☆75Apr 12, 2018Updated 8 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.
- ☆31Oct 7, 2021Updated 4 years ago
- An adversarial example library for constructing attacks, building defenses, and benchmarking both☆6,451Apr 10, 2024Updated 2 years ago
- A unified benchmark problem for data poisoning attacks☆163Oct 4, 2023Updated 2 years ago
- [Preprint] On the Effectiveness of Mitigating Data Poisoning Attacks with Gradient Shaping☆10Feb 27, 2020Updated 6 years ago
- A fast, effective data attribution method for neural networks in PyTorch☆244Nov 18, 2024Updated last year
- Interpretation of Neural Network is Fragile☆38May 1, 2024Updated 2 years ago
- Model interpretability and understanding for PyTorch☆5,685Updated this week
- Network Dissection http://netdissect.csail.mit.edu for quantifying interpretability of deep CNNs.☆454Aug 25, 2018Updated 7 years ago
- Certified Removal from Machine Learning Models☆70Aug 23, 2021Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ConvexPolytopePosioning☆37Jan 10, 2020Updated 6 years ago
- ☆180Jul 25, 2024Updated 2 years ago
- Concealed Data Poisoning Attacks on NLP Models☆21Sep 4, 2023Updated 2 years ago
- ☆119Nov 21, 2022Updated 3 years ago
- Python codes for influential instance estimation☆56Dec 12, 2022Updated 3 years ago
- ☆32May 24, 2023Updated 3 years ago
- higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual tr…☆1,627Mar 25, 2022Updated 4 years ago