14 dependents
| Package | Description | Downloads/month |
|---|---|---|
| An open-source framework for machine learning and other computations on decentra... | 33K | |
| Library for training machine learning models with privacy for training data | 16K | |
| Measure and calibrate operational privacy risks for differentially private algor... | 1K | |
| Tools for analyzing and comparing different sampling schemes in differential pri... | 1K | |
| Federated Learning for Health | 984 | |
| Algorithms for Privacy-Preserving Machine Learning in JAX | 592 | |
| Implementation of correlated noise mechanism with streaming and multi epoch sett... | 575 | |
| PLD PMF/PLD transformations: subsampling amplification and infinity-mass scaling... | 561 | |
| Differentially private LoRA fine-tuning for HuggingFace Transformers | 535 | |
| Numerical privacy accounting for random allocation and subsampling using PLDs. | 491 | |
| Simulation framework for accelerating research in Private Federated Learning | 306 | |
| Numeric computation of the privacy parameter in Gaussian Differential Privacy | 132 | |
| This repository contains the code to reproduce the experiments carried out in To... | 86 | |
| Tools for analyzing and comparing different sampling schemes in differential pri... | 84 |
