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GitHub / loretanr / dp-gbdt
GBDT learning + differential privacy. Standalone C++ implementation of "DPBoost" (Li et al.). There are further hardened & SGX versions of the code.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/loretanr%2Fdp-gbdt
Stars: 7
Forks: 1
Open Issues: 0
License: mit
Language: C++
Repo Size: 206 MB
Dependencies:
9
Created: over 2 years ago
Updated: almost 1 year ago
Last pushed: about 2 years ago
Last synced: 3 months ago
Topics: constant-time, differential-privacy, dp, gbdt, hardening, machine-learning, sgx
Files
Dependencies
- adversarial-robustness-toolbox *
- lightgbm *
- matplotlib *
- numpy *
- pandas *
- progressbar *
- scikit-learn *
- scipy *
- six *