Opacus-DPCR extended by Opacus, Using DPCR to obtain better accuracy...

Navigation

Verified details

These details have been verified by PyPI
Maintainers
Avatar for imcjp from gravatar.com imcjp

Unverified details

These details have not been verified by PyPI
Project links
GitHub Statistics

View statistics for this project via Libraries.io, or by using our public dataset on Google BigQuery

Meta

License: MIT Licence

Author: Cai Jianping

Tags opacus, dpcr, DPLearning

Project description

We extend Opacus for private learning and design a new framework Opacus-DPCR to support private learning with differential privacy continuous data release (DPCR). Opacus-DPCR integrates various DPCR models and keeps high compatibility with the original Opacus framework.

Project details

Verified details

These details have been verified by PyPI
Maintainers
Avatar for imcjp from gravatar.com imcjp

Unverified details

These details have not been verified by PyPI
Project links
GitHub Statistics

View statistics for this project via Libraries.io, or by using our public dataset on Google BigQuery

Meta

License: MIT Licence

Author: Cai Jianping

Tags opacus, dpcr, DPLearning


Release history Release notifications | RSS feed

This version

0.1.2

0.1.1

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

opacus_dpcr-0.1.2.tar.gz (5.1 kB view hashes)

Uploaded Source

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page