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.
Raw data
{
"_id": null,
"home_page": "https://github.com/imcjp/Opacus-DPCR",
"name": "opacus-dpcr",
"maintainer": "",
"docs_url": null,
"requires_python": "",
"maintainer_email": "",
"keywords": "opacus,dpcr,DPLearning",
"author": "Cai Jianping",
"author_email": "jpingcai@163.com",
"download_url": "https://files.pythonhosted.org/packages/c9/67/850038c1649bbcfdfbf305bbefeda55d261d99eaff949ede34e24f2af64e/opacus_dpcr-0.1.2.tar.gz",
"platform": "any",
"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.\r\n",
"bugtrack_url": null,
"license": "MIT Licence",
"summary": "Opacus-DPCR extended by Opacus, Using DPCR to obtain better accuracy...",
"version": "0.1.2",
"project_urls": {
"Homepage": "https://github.com/imcjp/Opacus-DPCR"
},
"split_keywords": [
"opacus",
"dpcr",
"dplearning"
],
"urls": [
{
"comment_text": "",
"digests": {
"blake2b_256": "c967850038c1649bbcfdfbf305bbefeda55d261d99eaff949ede34e24f2af64e",
"md5": "ee5c84c35220b4d63b61f22bb85ecf8d",
"sha256": "7f0808e8cc684465420dc3cd5a2c39216a73bd08f043deddf295e7fc77661c02"
},
"downloads": -1,
"filename": "opacus_dpcr-0.1.2.tar.gz",
"has_sig": false,
"md5_digest": "ee5c84c35220b4d63b61f22bb85ecf8d",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 5071,
"upload_time": "2024-01-26T04:28:46",
"upload_time_iso_8601": "2024-01-26T04:28:46.491456Z",
"url": "https://files.pythonhosted.org/packages/c9/67/850038c1649bbcfdfbf305bbefeda55d261d99eaff949ede34e24f2af64e/opacus_dpcr-0.1.2.tar.gz",
"yanked": false,
"yanked_reason": null
}
],
"upload_time": "2024-01-26 04:28:46",
"github": true,
"gitlab": false,
"bitbucket": false,
"codeberg": false,
"github_user": "imcjp",
"github_project": "Opacus-DPCR",
"travis_ci": false,
"coveralls": false,
"github_actions": false,
"lcname": "opacus-dpcr"
}
JSON
