16 files were added to this release more than 14 days after its initial publication. Inspect the release files before installing.
OpenDP
The OpenDP Library is a modular collection of statistical algorithms that adhere to the definition of differential privacy. It can be used to build applications of privacy-preserving computations, using a number of different models of privacy. OpenDP is implemented in Rust, with bindings for easy use from Python and R.
The architecture of the OpenDP Library is based on a conceptual framework for expressing privacy-aware computations. This framework is described in the paper A Programming Framework for OpenDP.
The OpenDP Library is part of the larger OpenDP Project, a community effort to build trustworthy, open source software tools for analysis of private data. (For simplicity in these docs, when we refer to “OpenDP,” we mean just the library, not the entire project.)
Status
OpenDP is under development, and we expect to release new versions frequently, incorporating feedback and code contributions from the OpenDP Community. It's a work in progress, but it can already be used to build some applications and to prototype contributions that will expand its functionality. We welcome you to try it and look forward to feedback on the library! However, please be aware of the following limitations:
OpenDP, like all real-world software, has both known and unknown issues. If you intend to use OpenDP for a privacy-critical application, you should evaluate the impact of these issues on your use case.
More details can be found in the Limitations section of the User Guide.
Installation
Install OpenDP for Python with pip (the package installer for Python):
$ pip install opendp
Install OpenDP for R from an R session:
install.packages("opendp", repos = "https://opendp.r-universe.dev")
More information can be found in the Getting Started section of the User Guide.
Documentation
The full documentation for OpenDP is located at https://docs.opendp.org. Here are some helpful entry points:
Getting Help
If you're having problems using OpenDP, or want to submit feedback, please reach out! Here are some ways to contact us:
- Ask questions on our discussions forum
- Open issues on our issue tracker
- Join our Slack
- Send general queries to info@opendp.org
- Reach us on Twitter at @opendp_org
Contributing
OpenDP is a community effort, and we welcome your contributions to its development! If you'd like to participate, please contact us! We also have a contribution process section in the Contributor Guide.
3 maintainers
Metadata
3 maintainers
Release files for opendp 0.9.2
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Files added late
16 files were uploaded more than 14 days after the first file in this release.
While project maintainers occasionally add legitimate files to an existing release, late additions can also indicate a security compromise.
We recommend inspecting the release files before installing.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| opendp-0.9.2.tar.gz | 418.6 kB | Details |
Built distributions (wheels)
Total release size: 332.3 MB
Release files / opendp-0.9.2.tar.gz
File added late
This file was uploaded more than 14 days after the first file in this release.
While project maintainers occasionally add legitimate files to an existing release, late additions can also indicate a security compromise.
We recommend inspecting the release file before installing.
| Download URL | opendp-0.9.2.tar.gz |
|---|---|
| Size | 418.6 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
c7322dcf246a465674553fd89af27e391e8e5e878ce26cbe1b6dd4e8341144e1
|
|
BLAKE2b-256 checksum How to use checksums |
a0ae7c4bc19d84331e35bf54e485143404cddec044f58f4303b1334385c47ad1
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.12.4
|
Release files / opendp-0.9.2-py3-none-manylinux_2_24_aarch64.whl
File added late
This file was uploaded more than 14 days after the first file in this release.
While project maintainers occasionally add legitimate files to an existing release, late additions can also indicate a security compromise.
We recommend inspecting the release file before installing.
| Download URL | opendp-0.9.2-py3-none-manylinux_2_24_aarch64.whl |
|---|---|
| Size | 21.7 MB |
| Tags | Linux glibc 2.24+ ARM64 Python 3 |
|
SHA-256 checksum How to use checksums |
56c84b97d34f87e2b84069cf057a21acaad373a899d55b8c66d59030d4b5b6f9
|
|
BLAKE2b-256 checksum How to use checksums |
d5ba99a09775d0a9b0af1efbda84064a761b4aa1553ce9669f02f07c29ca309b
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.12.4
|
Release files / opendp-0.9.2-py3-none-any.whl
| Download URL | opendp-0.9.2-py3-none-any.whl |
|---|---|
| Size | 35.9 MB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
85bc914dc790e5ea3b0583c2473b594378cd2fc28e2392174ee7d57bbc9afd72
|
|
BLAKE2b-256 checksum How to use checksums |
ea8a01e4dc3ffb0850bd7b7dc6033f484dd293660c7f53fd09d245a890ce228a
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.8.18
|
Release files / opendp-0.9.2-pp310-pypy310_pp73-win_amd64.whl
File added late
This file was uploaded more than 14 days after the first file in this release.
While project maintainers occasionally add legitimate files to an existing release, late additions can also indicate a security compromise.
We recommend inspecting the release file before installing.
| Download URL | opendp-0.9.2-pp310-pypy310_pp73-win_amd64.whl |
|---|---|
| Size | 18.6 MB |
| Tags | PyPy 3.10 PyPy 3.10 7.3 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
f85f08deed48f922adfbea406f631233839ab2bd406aac90585ad74c0be440ef
|
|
BLAKE2b-256 checksum How to use checksums |
8a8dd60e0d3502db1f3eb706596666c1e08f75fc5c4c3a1d63ebd90acca56c3b
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.12.4
|
Release files / opendp-0.9.2-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
File added late
This file was uploaded more than 14 days after the first file in this release.
While project maintainers occasionally add legitimate files to an existing release, late additions can also indicate a security compromise.
We recommend inspecting the release file before installing.
| Download URL | opendp-0.9.2-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 21.9 MB |
| Tags | Linux glibc 2.17+ x86-64 PyPy 3.10 PyPy 3.10 7.3 |
|
SHA-256 checksum How to use checksums |
f1c094ae7da7e45bd1c72193f861208ce3af4128dc70ab5ad1d50a5ad2a1f86e
|
|
BLAKE2b-256 checksum How to use checksums |
567aeb1cfe4408110b966988cda283df984192ecf04b9cfe4f77d31f3240d53c
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.12.4
|
Release files / opendp-0.9.2-pp310-pypy310_pp73-macosx_11_0_arm64.whl
File added late
This file was uploaded more than 14 days after the first file in this release.
While project maintainers occasionally add legitimate files to an existing release, late additions can also indicate a security compromise.
We recommend inspecting the release file before installing.
| Download URL | opendp-0.9.2-pp310-pypy310_pp73-macosx_11_0_arm64.whl |
|---|---|
| Size | 18.5 MB |
| Tags | PyPy 3.10 PyPy 3.10 7.3 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
026aa0bcca3ec08f8ced3f6ce902ec34057b4c7c2ee4f819ee7e98f5ea57a3ab
|
|
BLAKE2b-256 checksum How to use checksums |
348c81f1e602207d53011d9933a90cc384d6655a31a911101f4a3b974e510edc
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.12.4
|
Release files / opendp-0.9.2-pp310-pypy310_pp73-macosx_10_9_x86_64.whl
File added late
This file was uploaded more than 14 days after the first file in this release.
While project maintainers occasionally add legitimate files to an existing release, late additions can also indicate a security compromise.
We recommend inspecting the release file before installing.
| Download URL | opendp-0.9.2-pp310-pypy310_pp73-macosx_10_9_x86_64.whl |
|---|---|
| Size | 19.7 MB |
| Tags | PyPy 3.10 PyPy 3.10 7.3 macOS 10.9+ x86-64 |
|
SHA-256 checksum How to use checksums |
aaa4257478b6705daeadb06e430d02f0c90153f6223e594c10106461ce510495
|
|
BLAKE2b-256 checksum How to use checksums |
ba1bf05bcd854f7d329b26f2a50428b7400dc607541d8fc0d1ecf1b4d3b1d20a
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.12.4
|
Release files / opendp-0.9.2-pp39-pypy39_pp73-win_amd64.whl
File added late
This file was uploaded more than 14 days after the first file in this release.
While project maintainers occasionally add legitimate files to an existing release, late additions can also indicate a security compromise.
We recommend inspecting the release file before installing.
| Download URL | opendp-0.9.2-pp39-pypy39_pp73-win_amd64.whl |
|---|---|
| Size | 18.6 MB |
| Tags | PyPy 3.9 PyPy 3.9 7.3 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
28dcadae8dbf388fde13faff8e782776ead6c769798f40070a5b53c8505fff52
|
|
BLAKE2b-256 checksum How to use checksums |
0564f97d72b22ffe1e63a6cae19f691046c0c5917599ce46c072bedd32e3060e
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.12.4
|
Release files / opendp-0.9.2-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
File added late
This file was uploaded more than 14 days after the first file in this release.
While project maintainers occasionally add legitimate files to an existing release, late additions can also indicate a security compromise.
We recommend inspecting the release file before installing.
| Download URL | opendp-0.9.2-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 21.9 MB |
| Tags | Linux glibc 2.17+ x86-64 PyPy 3.9 PyPy 3.9 7.3 |
|
SHA-256 checksum How to use checksums |
9630143f4319851c74a433e5947ca3c9688187d7c256a4996f0dd12774f406e8
|
|
BLAKE2b-256 checksum How to use checksums |
85fe52bfc925c9624e9cd43efa8ff80afcfae34e65f9bee4e770f8da2fa277e4
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.12.4
|
Release files / opendp-0.9.2-pp39-pypy39_pp73-macosx_11_0_arm64.whl
File added late
This file was uploaded more than 14 days after the first file in this release.
While project maintainers occasionally add legitimate files to an existing release, late additions can also indicate a security compromise.
We recommend inspecting the release file before installing.
| Download URL | opendp-0.9.2-pp39-pypy39_pp73-macosx_11_0_arm64.whl |
|---|---|
| Size | 18.5 MB |
| Tags | PyPy 3.9 PyPy 3.9 7.3 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
78e8858cddec8220aaf57c64014f919066860976ca7a736b59b60ade1ec22f60
|
|
BLAKE2b-256 checksum How to use checksums |
4e7fe83787820322a4848b3ab34ed69cd9accff990753f6adcf37aa001f81f6c
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.12.4
|
Release files / opendp-0.9.2-pp39-pypy39_pp73-macosx_10_9_x86_64.whl
File added late
This file was uploaded more than 14 days after the first file in this release.
While project maintainers occasionally add legitimate files to an existing release, late additions can also indicate a security compromise.
We recommend inspecting the release file before installing.
| Download URL | opendp-0.9.2-pp39-pypy39_pp73-macosx_10_9_x86_64.whl |
|---|---|
| Size | 19.7 MB |
| Tags | PyPy 3.9 PyPy 3.9 7.3 macOS 10.9+ x86-64 |
|
SHA-256 checksum How to use checksums |
8bee31c6ac3734aedff7523c16a1b1fb8e6c7aabdca8aa50d85485510839c4d6
|
|
BLAKE2b-256 checksum How to use checksums |
6292827986c2365c54ed17088a8d66ac6032b1b6d9ad236b3b60f9940a3367bc
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.12.4
|
Release files / opendp-0.9.2-cp39-abi3-win_amd64.whl
File added late
This file was uploaded more than 14 days after the first file in this release.
While project maintainers occasionally add legitimate files to an existing release, late additions can also indicate a security compromise.
We recommend inspecting the release file before installing.
| Download URL | opendp-0.9.2-cp39-abi3-win_amd64.whl |
|---|---|
| Size | 18.6 MB |
| Tags | CPython 3.9 Windows x86-64 abi3 |
|
SHA-256 checksum How to use checksums |
a20ca13900f792fd7a16083010778bbbdd9f782b4f2328bba118723879eb3a45
|
|
BLAKE2b-256 checksum How to use checksums |
f8847efff8e0ff3fa8cbed0921d0a6f04a873615465bf9d6bfc57577b94251a3
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.12.4
|
Release files / opendp-0.9.2-cp39-abi3-win32.whl
File added late
This file was uploaded more than 14 days after the first file in this release.
While project maintainers occasionally add legitimate files to an existing release, late additions can also indicate a security compromise.
We recommend inspecting the release file before installing.
| Download URL | opendp-0.9.2-cp39-abi3-win32.whl |
|---|---|
| Size | 16.3 MB |
| Tags | CPython 3.9 Windows x86-32 abi3 |
|
SHA-256 checksum How to use checksums |
91f2d8e986075b81157596ac3311145c46b87e94657bcefd30c8db25ff34942d
|
|
BLAKE2b-256 checksum How to use checksums |
aa11703f8574031567df7c06d1bb1af81e27560ac78aeca82c1163449fb21a00
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.12.4
|
Release files / opendp-0.9.2-cp39-abi3-musllinux_1_1_x86_64.whl
File added late
This file was uploaded more than 14 days after the first file in this release.
While project maintainers occasionally add legitimate files to an existing release, late additions can also indicate a security compromise.
We recommend inspecting the release file before installing.
| Download URL | opendp-0.9.2-cp39-abi3-musllinux_1_1_x86_64.whl |
|---|---|
| Size | 21.9 MB |
| Tags | CPython 3.9 Linux musl 1.1+ x86-64 abi3 |
|
SHA-256 checksum How to use checksums |
31298faa2b7fd5999e3da1289d1b9b0a7bcf526ace988bd41d489360d7c544dc
|
|
BLAKE2b-256 checksum How to use checksums |
02d7de973dbf2299f8fee0b55ba3c4986f69ffc5d2a48547b02e8fb181b34305
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.12.4
|
Release files / opendp-0.9.2-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
File added late
This file was uploaded more than 14 days after the first file in this release.
While project maintainers occasionally add legitimate files to an existing release, late additions can also indicate a security compromise.
We recommend inspecting the release file before installing.
| Download URL | opendp-0.9.2-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 21.9 MB |
| Tags | CPython 3.9 Linux glibc 2.17+ x86-64 abi3 |
|
SHA-256 checksum How to use checksums |
ab19b25436d3a027bd21020a72a21aa7a425b8a3112c50c11c13f8a87842b7ad
|
|
BLAKE2b-256 checksum How to use checksums |
1a7d0c680e594033f05aa82af263b7e3521dc7e477013984fa02e0d51d51b3ab
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.12.4
|
Release files / opendp-0.9.2-cp39-abi3-macosx_11_0_arm64.whl
File added late
This file was uploaded more than 14 days after the first file in this release.
While project maintainers occasionally add legitimate files to an existing release, late additions can also indicate a security compromise.
We recommend inspecting the release file before installing.
| Download URL | opendp-0.9.2-cp39-abi3-macosx_11_0_arm64.whl |
|---|---|
| Size | 18.5 MB |
| Tags | CPython 3.9 abi3 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
2a51c9e844561e2657a2bd80e9bc61576e51b28cabc216fdba7364a0d9318d58
|
|
BLAKE2b-256 checksum How to use checksums |
b2edb30bb7f422485383da5d0b807a66b0cb868145738dab91762a1e7248f2cd
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.12.4
|
Release files / opendp-0.9.2-cp39-abi3-macosx_10_9_x86_64.whl
File added late
This file was uploaded more than 14 days after the first file in this release.
While project maintainers occasionally add legitimate files to an existing release, late additions can also indicate a security compromise.
We recommend inspecting the release file before installing.
| Download URL | opendp-0.9.2-cp39-abi3-macosx_10_9_x86_64.whl |
|---|---|
| Size | 19.7 MB |
| Tags | CPython 3.9 abi3 macOS 10.9+ x86-64 |
|
SHA-256 checksum How to use checksums |
c03aa0fae0be389037b37ac5a21c3936dacb3add18a07e694603f3bb25c9d90b
|
|
BLAKE2b-256 checksum How to use checksums |
8d00fd6e2a685622f55ff64833b82a558e2f854022a28f5effd7388b20872cf6
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.12.4
|
