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GitHub / opendp / smartnoise-sdk

Tools and service for differentially private processing of tabular and relational data

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/opendp%2Fsmartnoise-sdk

Stars: 236
Forks: 60
Open Issues: 32

License: mit
Language: Python
Repo Size: 93.3 MB
Dependencies: 103

Created: over 4 years ago
Updated: 5 days ago
Last pushed: 7 days ago
Last synced: 5 days ago

Commit Stats

Commits: 559
Authors: 27
Mean commits per author: 20.7
Development Distribution Score: 0.633
More commit stats: https://commits.ecosyste.ms/hosts/GitHub/repositories/opendp/smartnoise-sdk

Topics: differential-privacy, opendp, privacy, smartnoise

Files

Readme

Dependencies

docs/requirements.txt pypi

dpsdgym/example_attacks/requirements.txt pypi

adversarial-robustness-toolbox *

dpsdgym/requirements.txt pypi

ctgan *
diffprivlib *
imblearn *
mlflow ==1.23.1
opacus *
pandas ==0.25.3
pyemd *
scipy *
torch *

eval/docs/requirements.txt pypi

eval/pyproject.toml pypi

matplotlib ^3.4.3
opendp ^0.3.0
python >=3.7.1,<=3.9
smartnoise-sql ^0.2

sql/docs/requirements.txt pypi

sql/pyproject.toml pypi

PyYAML ^5.4.1
antlr4-python3-runtime 4.9.3
graphviz ^0.17
opendp ^0.4.0
pandasql ^0.7.3
python >3.6,<3.11

sql/samples/requirements.txt pypi

sql/tests/requirements.txt pypi

matplotlib *
pytest *

sql/tests/setup/bigquery/requirements.txt pypi

sql/tests/setup/mysql/requirements.txt pypi

sql/tests/setup/postgres/requirements.txt pypi

psycopg2 *

sql/tests/setup/sqlserver/requirements.txt pypi

pyodbc *

synth/docs/requirements.txt pypi

synth/pyproject.toml pypi

ctgan ^0.4.3
opacus ^0.14.0
opendp ^0.4.0
python >=3.6.8,<3.9

synth/samples/mwem_sample/requirements.txt pypi

synth/samples/requirements.txt pypi

synth/tests/requirements.txt pypi

ctgan *
diffprivlib ==0.4.1
gym *
mlflow *
numpy *
opacus *
pytest *
sklearn *
torch *

.github/workflows/bigquery.yml actions

actions/checkout v2 composite
conda-incubator/setup-miniconda v2 composite
hashicorp/setup-terraform v1 composite

.github/workflows/docs.yml actions

actions/checkout v2 composite
conda-incubator/setup-miniconda v2 composite

.github/workflows/lint_sql.yml actions

actions/checkout v2 composite
conda-incubator/setup-miniconda v2 composite

.github/workflows/mysql.yml actions

actions/checkout v2 composite
conda-incubator/setup-miniconda v2 composite
mysql 8 docker

.github/workflows/postgres.yml actions

actions/checkout v2 composite
conda-incubator/setup-miniconda v2 composite

.github/workflows/samples-test.yml actions

actions/checkout v2 composite
actions/setup-python v2 composite

.github/workflows/spark.yml actions

actions/checkout v2 composite
conda-incubator/setup-miniconda v2 composite

.github/workflows/sql.yml actions

actions/checkout v2 composite
conda-incubator/setup-miniconda v2 composite

.github/workflows/synth.yml actions

actions/checkout v2 composite
conda-incubator/setup-miniconda v2 composite

.github/workflows/synth_lint.yml actions

actions/checkout v2 composite
conda-incubator/setup-miniconda v2 composite

.github/workflows/windows.yml actions

actions/checkout v2 composite

eval/setup.py pypi

eval/tests/requirements.txt pypi

pytest * test
smartnoise-eval * test

sql/setup.py pypi

synth/setup.py pypi