%global _empty_manifest_terminate_build 0 Name: python-syft Version: 0.8.0.post2 Release: 1 Summary: Perform numpy-like analysis on data that remains in someone elses server License: Apache-2.0 URL: https://openmined.github.io/PySyft/ Source0: https://mirrors.nju.edu.cn/pypi/web/packages/bd/05/e9cf0be923f524ef94c35efdcc959fafb0892f0841d8e3fa868d349fe42c/syft-0.8.0.post2.tar.gz BuildArch: noarch Requires: python3-astunparse Requires: python3-bcrypt Requires: python3-flax Requires: python3-forbiddenfruit Requires: python3-gevent Requires: python3-gipc Requires: python3-jax Requires: python3-jaxlib Requires: python3-loguru Requires: python3-numpy Requires: python3-opendp Requires: python3-packaging Requires: python3-pandas Requires: python3-pyarrow Requires: python3-pycapnp Requires: python3-pydantic[email] Requires: python3-pymongo Requires: python3-pynacl Requires: python3-redis Requires: python3-requests Requires: python3-RestrictedPython Requires: python3-result Requires: python3-tqdm Requires: python3-typeguard Requires: python3-typing-extensions Requires: python3-sherlock[filelock,redis] Requires: python3-uvicorn[standard] Requires: python3-fastapi Requires: python3-hagrid Requires: python3-opentelemetry-api Requires: python3-opentelemetry-sdk Requires: python3-opentelemetry-exporter-jaeger Requires: python3-opentelemetry-instrumentation Requires: python3-opentelemetry-instrumentation-requests Requires: python3-pytest Requires: python3-pytest-cov Requires: python3-pytest-xdist[psutil] Requires: python3-pytest-parallel Requires: python3-pytest-asyncio Requires: python3-pytest-randomly Requires: python3-pytest-sugar Requires: python3-pytest-mock-resources Requires: python3-on-whales Requires: python3-pytest-lazy-fixture Requires: python3-pytest-rerunfailures Requires: python3-coverage Requires: python3-joblib Requires: python3-faker Requires: python3-bandit Requires: python3-ruff Requires: python3-importlib-metadata Requires: python3-isort Requires: python3-mypy Requires: python3-pre-commit Requires: python3-safety Requires: python3-pyoblv Requires: python3-pytest Requires: python3-pytest-cov Requires: python3-pytest-xdist[psutil] Requires: python3-pytest-parallel Requires: python3-pytest-asyncio Requires: python3-pytest-randomly Requires: python3-pytest-sugar Requires: python3-pytest-mock-resources Requires: python3-on-whales Requires: python3-pytest-lazy-fixture Requires: python3-pytest-rerunfailures Requires: python3-coverage Requires: python3-joblib Requires: python3-faker %description
![]() Data Owner |
![]() Data Scientist |
![]() Data Engineer |
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- Deploy a Domain Server - Upload Private Data - Create Accounts - Manage Privacy Budget - Join a Network - Learn how PETs streamline Data Policies | - Install Syft - Connect to a Domain - Search for Datasets - Train Models - Retrieve Secure Results - Learn Differential Privacy | - Setup Dev Mode - Deploy to Azure - Deploy to GCP - Deploy to Kubernetes - Customize Networking - Modify PyGrid UI |
👨🏻💼 Data Owners |
👩🏽🔬 Data Scientists |
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Provide `datasets` which they would like to make available for `study` by an `outside party` they may or may not `fully trust` has good intentions. | Are end `users` who desire to perform `computations` or `answer` a specific `question` using one or more data owners' `datasets`. |
🏰 Domain Server |
🔗 Gateway Server |
Manages the `remote study` of the data by a `Data Scientist` and allows the `Data Owner` to manage the `data` and control the `privacy guarantees` of the subjects under study. It also acts as a `gatekeeper` for the `Data Scientist's` access to the data to compute and experiment with the results. | Provides services to a group of `Data Owners` and `Data Scientists`, such as dataset `search` and bulk `project approval` (legal / technical) to participate in a project. A gateway server acts as a bridge between it's members (`Domains`) and their subscribers (`Data Scientists`) and can provide access to a collection of `domains` at once. |
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![]() Data Owner |
![]() Data Scientist |
![]() Data Engineer |
---|---|---|
- Deploy a Domain Server - Upload Private Data - Create Accounts - Manage Privacy Budget - Join a Network - Learn how PETs streamline Data Policies | - Install Syft - Connect to a Domain - Search for Datasets - Train Models - Retrieve Secure Results - Learn Differential Privacy | - Setup Dev Mode - Deploy to Azure - Deploy to GCP - Deploy to Kubernetes - Customize Networking - Modify PyGrid UI |
👨🏻💼 Data Owners |
👩🏽🔬 Data Scientists |
---|---|
Provide `datasets` which they would like to make available for `study` by an `outside party` they may or may not `fully trust` has good intentions. | Are end `users` who desire to perform `computations` or `answer` a specific `question` using one or more data owners' `datasets`. |
🏰 Domain Server |
🔗 Gateway Server |
Manages the `remote study` of the data by a `Data Scientist` and allows the `Data Owner` to manage the `data` and control the `privacy guarantees` of the subjects under study. It also acts as a `gatekeeper` for the `Data Scientist's` access to the data to compute and experiment with the results. | Provides services to a group of `Data Owners` and `Data Scientists`, such as dataset `search` and bulk `project approval` (legal / technical) to participate in a project. A gateway server acts as a bridge between it's members (`Domains`) and their subscribers (`Data Scientists`) and can provide access to a collection of `domains` at once. |
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![]() Data Owner |
![]() Data Scientist |
![]() Data Engineer |
---|---|---|
- Deploy a Domain Server - Upload Private Data - Create Accounts - Manage Privacy Budget - Join a Network - Learn how PETs streamline Data Policies | - Install Syft - Connect to a Domain - Search for Datasets - Train Models - Retrieve Secure Results - Learn Differential Privacy | - Setup Dev Mode - Deploy to Azure - Deploy to GCP - Deploy to Kubernetes - Customize Networking - Modify PyGrid UI |
👨🏻💼 Data Owners |
👩🏽🔬 Data Scientists |
---|---|
Provide `datasets` which they would like to make available for `study` by an `outside party` they may or may not `fully trust` has good intentions. | Are end `users` who desire to perform `computations` or `answer` a specific `question` using one or more data owners' `datasets`. |
🏰 Domain Server |
🔗 Gateway Server |
Manages the `remote study` of the data by a `Data Scientist` and allows the `Data Owner` to manage the `data` and control the `privacy guarantees` of the subjects under study. It also acts as a `gatekeeper` for the `Data Scientist's` access to the data to compute and experiment with the results. | Provides services to a group of `Data Owners` and `Data Scientists`, such as dataset `search` and bulk `project approval` (legal / technical) to participate in a project. A gateway server acts as a bridge between it's members (`Domains`) and their subscribers (`Data Scientists`) and can provide access to a collection of `domains` at once. |
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