Synthesized SDK3
The SDK generates high quality, privacy-preserving datasets for machine learning and data science use cases. It's available on PyPi for a free 30-day trial.
Installation
It is assumed that you have Python 3.8+ already installed on a Windows, Linux or MacOS machine.
Before starting, ensure that pip and wheel are installed and up to date.
pip install -U pip wheel
Synthesized can then be installed with pip.
pip install synthesized3
Setting the licence key
Once you have installed the package, you'll need a licence key to run the software. The quickest way to check if the SDK is working is by running the command:
synth3-validate
The first time this is run you will be asked if you have a licence key. If you do not have one simply select "no" and the prompts will guide you in acquiring one by entering your email address.
With the SDK installed you are now able to get synthesizing! Check out our tutorials or API reference documentation for ways that the SDK can be put to use.
Dependencies
Below are the minimum dependencies required to run the SDK.
| Package | Version |
|---|---|
| ff3 | |
| numpy | |
| pandas | |
| prompt-toolkit | >=3.0.0 |
| pyarrow | |
| pycryptodome | |
| pyspark | >=3.4 |
| pydantic | <2 |
| PyYAML | |
| rsa | >=4.7 |
| rstr | |
| scipy | |
| tensorflow-cpu | >=2.13 |
| tensorflow-probability | >=0.20 |
1 maintainer
Metadata
1 maintainer
Release files for synthesized3 3.2
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Built distributions (wheels)
Total release size: 84.5 MB
Release files / synthesized3-3.2-cp311-cp311-win_amd64.whl
| Download URL | synthesized3-3.2-cp311-cp311-win_amd64.whl |
|---|---|
| Size | 3.2 MB |
| Tags | CPython 3.11 Windows x86-64 |
|
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| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.11.8
|
Release files / synthesized3-3.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | synthesized3-3.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 19.7 MB |
| Tags | CPython 3.11 Linux glibc 2.17+ x86-64 |
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| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.11.8
|
Release files / synthesized3-3.2-cp311-cp311-macosx_11_0_arm64.whl
| Download URL | synthesized3-3.2-cp311-cp311-macosx_11_0_arm64.whl |
|---|---|
| Size | 3.3 MB |
| Tags | CPython 3.11 macOS 11.0+ ARM64 |
|
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| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.11.8
|
Release files / synthesized3-3.2-cp311-cp311-macosx_10_9_x86_64.whl
| Download URL | synthesized3-3.2-cp311-cp311-macosx_10_9_x86_64.whl |
|---|---|
| Size | 3.5 MB |
| Tags | CPython 3.11 macOS 10.9+ x86-64 |
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| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.11.8
|
Release files / synthesized3-3.2-cp310-cp310-win_amd64.whl
| Download URL | synthesized3-3.2-cp310-cp310-win_amd64.whl |
|---|---|
| Size | 3.1 MB |
| Tags | CPython 3.10 Windows x86-64 |
|
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.11.8
|
Release files / synthesized3-3.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | synthesized3-3.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 17.6 MB |
| Tags | CPython 3.10 Linux glibc 2.17+ x86-64 |
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| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.11.8
|
Release files / synthesized3-3.2-cp310-cp310-macosx_11_0_arm64.whl
| Download URL | synthesized3-3.2-cp310-cp310-macosx_11_0_arm64.whl |
|---|---|
| Size | 3.3 MB |
| Tags | CPython 3.10 macOS 11.0+ ARM64 |
|
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| Upload date | |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.11.8
|
Release files / synthesized3-3.2-cp310-cp310-macosx_10_9_x86_64.whl
| Download URL | synthesized3-3.2-cp310-cp310-macosx_10_9_x86_64.whl |
|---|---|
| Size | 3.4 MB |
| Tags | CPython 3.10 macOS 10.9+ x86-64 |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.11.8
|
Release files / synthesized3-3.2-cp39-cp39-win_amd64.whl
| Download URL | synthesized3-3.2-cp39-cp39-win_amd64.whl |
|---|---|
| Size | 3.1 MB |
| Tags | CPython 3.9 Windows x86-64 |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.11.8
|
Release files / synthesized3-3.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | synthesized3-3.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 17.6 MB |
| Tags | CPython 3.9 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
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| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.11.8
|
Release files / synthesized3-3.2-cp39-cp39-macosx_11_0_arm64.whl
| Download URL | synthesized3-3.2-cp39-cp39-macosx_11_0_arm64.whl |
|---|---|
| Size | 3.3 MB |
| Tags | CPython 3.9 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.11.8
|
Release files / synthesized3-3.2-cp39-cp39-macosx_10_9_x86_64.whl
| Download URL | synthesized3-3.2-cp39-cp39-macosx_10_9_x86_64.whl |
|---|---|
| Size | 3.4 MB |
| Tags | CPython 3.9 macOS 10.9+ x86-64 |
|
SHA-256 checksum How to use checksums |
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| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.11.8
|
Security for synthesized3 3.2
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