Wrap around any model to output differentially private prediction sets with finite sample validity on any dataset.
☆18Mar 3, 2024Updated 2 years ago
Alternatives and similar repositories for private_prediction_sets
Users that are interested in private_prediction_sets are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- LibCP -- A Library for Conformal Prediction☆13Feb 26, 2015Updated 11 years ago
- Standalone implementation of Conformal Prediction and other distribution-free Machine Learning methods.☆15Aug 23, 2019Updated 6 years ago
- Code for the WWW'23 paper "Sanitizing Sentence Embeddings (and Labels) for Local Differential Privacy"☆12Feb 20, 2023Updated 3 years ago
- Official codebase for "Distribution-Free, Risk-Controlling Prediction Sets"☆89Feb 1, 2024Updated 2 years ago
- Federated Conformal Prediction with Quantile-of-Quantiles (FedCP-QQ)☆11May 6, 2026Updated last month
- 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.
- Repository to run the Tensor Convolutional Dictionary Learning with FISTA (TC-FISTA) algorithm☆12Jun 22, 2022Updated 3 years ago
- ☆12Sep 26, 2019Updated 6 years ago
- Conformal prediction in R☆32Aug 1, 2019Updated 6 years ago
- A multi-algorithm Python framework for regularized regression☆13Oct 31, 2023Updated 2 years ago
- Julia implementation of random forests for classification and regression with conformal prediction☆16Apr 11, 2018Updated 8 years ago
- Repo that groups utility functions for e.g. plotting of Conformal prediction metrics☆17Feb 2, 2024Updated 2 years ago
- Repository for the EDBT'23 paper "Frequency Estimation of Evolving Data Under Local Differential Privacy".☆12Aug 1, 2023Updated 2 years ago
- R package to compute distribution-free prediction bands using density estimators☆11Jul 26, 2021Updated 4 years ago
- BenchBench is a Python package to evaluate multi-task benchmarks.☆23Oct 12, 2025Updated 8 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Comparing sequential forecasters via confidence sequences & e-processes☆11Oct 24, 2023Updated 2 years ago
- ConTPL: Controlling Temporal Privacy Leakage in Streaming Data Release with Differential Privacy☆12Sep 7, 2018Updated 7 years ago
- Self-Distillation with weighted ground-truth targets; ResNet and Kernel Ridge Regression☆19Oct 12, 2021Updated 4 years ago
- ☆37Oct 3, 2023Updated 2 years ago
- Code for paper "Copula-based conformal prediction for Multi-Target Regression"☆33Apr 1, 2021Updated 5 years ago
- An Android app for the paranoids capable of remote SMS based device locking/wiping, faking the GPS and disabling the device cameras.☆11Dec 25, 2020Updated 5 years ago
- 百度商业AI技术创新大赛赛道二:广告图片描述生成 Rank3方案分享☆11Oct 9, 2024Updated last year
- Python package to create a report for mobility data with differential privacy guarantees.☆15Sep 18, 2024Updated last year
- Quantifying Differential Privacy under Temporal Correlations☆12Mar 24, 2026Updated 2 months ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆28Oct 21, 2022Updated 3 years ago
- Heterogeneous Gaussian Mechanism: Preserving Differential Privacy in Deep Learning with Provable Robustness (IJCAI'19).☆13Apr 16, 2021Updated 5 years ago
- Software for selective inference☆18Apr 25, 2023Updated 3 years ago
- ICML 2020, Estimating Generalization under Distribution Shifts via Domain-Invariant Representations☆23Jun 30, 2020Updated 5 years ago
- Amun is a framework that achieves privacy-preserving process mining using differential privacy.☆12Jan 16, 2023Updated 3 years ago
- Location Privacy Preservation of Vehicle Data in Internet of Vehicles☆10May 11, 2022Updated 4 years ago
- Compares various time-series feature sets on computational performance, within-set structure, and between-set relationships.☆11Jun 3, 2022Updated 4 years ago
- Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true cla…☆257Jan 23, 2023Updated 3 years ago
- This repository contains codes for paper: Generalized Linear Bandits with Local Differential Privacy by Yuxuan Han, Zhipeng Liang, Yang W…☆16Apr 25, 2026Updated last month
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- SAP Security Research sample code to reproduce the research done in our paper "Comparing local and central differential privacy using mem…☆19May 7, 2024Updated 2 years ago
- Sets of Half-Average Nulls Generate Risk-Limiting Audits: tools for assertion-based risk-limiting election audits☆12May 4, 2026Updated last month
- The Full Spectrum of Deepnet Hessians at Scale: Dynamics with SGD Training and Sample Size☆19May 19, 2019Updated 7 years ago
- An R implementation of Models As Approximations☆12Sep 25, 2021Updated 4 years ago
- ☆12Dec 8, 2020Updated 5 years ago
- Distributional and Outlier Robust Optimization (ICML 2021)☆28Jul 10, 2021Updated 4 years ago
- ☆18Sep 15, 2020Updated 5 years ago