Synthesized SDK.
Project description
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 |
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Source Distributions
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Built Distributions
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Hashes for synthesized3-3.2-cp311-cp311-win_amd64.whl
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 1496ffe25c40a7995661c2f0ddcfd9ff1cb7fd43a35ca6409c393c8ce3eb7f13 |
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| MD5 | e93fa2988ddfb1cd9d40e5b06c30e69d |
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| BLAKE2b-256 | e660e48ebc6516b379a9f918cd0472d7ecb4667ee552300fc16faf0130516e03 |
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Hashes for synthesized3-3.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | fcae0ca7281d0a9b224619b86b3368aba8d7f61997c46dc81eaf5adc3112f567 |
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| MD5 | 3e014eec6389b47c2caf571b6b3c2639 |
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| BLAKE2b-256 | 2efbfb97fc3608df70cb8f9730dfed493f96f649f0bebd9e7ca1780145abc710 |
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Hashes for synthesized3-3.2-cp311-cp311-macosx_11_0_arm64.whl
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 428823cf6ffa2c2650b7708d7882594611fa1f0b5c912228f0f9feba3d19f558 |
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| MD5 | 990bf26e0606781083312c723ccf1b7c |
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| BLAKE2b-256 | cda9a7d13f3317a24dd5609135e99fbf55e4ce8337ea9deeb6c594b88b2ff321 |
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Hashes for synthesized3-3.2-cp311-cp311-macosx_10_9_x86_64.whl
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 6178fa79193374b61d6364953258ae0682321a5b0354ebbeb35840d3ff92ef20 |
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| MD5 | df4181334853bcc73d8c4b374ca733df |
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| BLAKE2b-256 | 737f7aef8cf4fc59344389efeca9dab7b3b14c290578f987c88f59611a8c5ed5 |
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Hashes for synthesized3-3.2-cp310-cp310-win_amd64.whl
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 8e6896a58f7cfd94936978956b5d009ac6f7bba161d8ca63d18390298c189693 |
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| MD5 | 0e282c30e2c1e4517e0963d75d406b2b |
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| BLAKE2b-256 | fdbc99056643bb2f3d6a50197145c6a24b3115d8d2d42745ba68e01cc9961b6d |
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Hashes for synthesized3-3.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | c56f424d90ca33a4280ccd9f50a31f2eb3898f3db1b43c2cd538ca6ca90bdf22 |
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| MD5 | 2c696d5bd841d3e1561f065d987a1780 |
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| BLAKE2b-256 | 8ee8b44885ee5297d9abd095482f77c6aa7b9cd74a37dcf22c1a3ed940964af8 |
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Hashes for synthesized3-3.2-cp310-cp310-macosx_11_0_arm64.whl
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 61c1b434733596bbce32fcf9967b34d67d90aba45de2cb2661aea2053bc08439 |
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| MD5 | 36ff1bd0e4cc4aca32fad55177c00568 |
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| BLAKE2b-256 | 09e5ea0ae9ca08e4bd879749348aaf0dd0c097aed80538fbef72aa5efa6df485 |
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Hashes for synthesized3-3.2-cp310-cp310-macosx_10_9_x86_64.whl
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 83fe8a7d9b232dacd7db73c0a0ea9749715fbd25388cc31f96dffb940660aa61 |
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| MD5 | f2a3a812e833b726f140efdfe950214f |
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| BLAKE2b-256 | efe71e3891f04e6e311c2861a5148876651d1c21dbd9f1590cfada13be72e299 |
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Hashes for synthesized3-3.2-cp39-cp39-win_amd64.whl
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 608bdc019e2813b6a7275b21b1c0f505e732c0707980e08a8e5e148e6138da89 |
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| MD5 | 059775e3c27c97b6313bbeb57b0d4b27 |
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| BLAKE2b-256 | 4ca89d815c07cffc699de34ae1d3b42fdba7fb0eef506855beeab2f4c73e241f |
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Hashes for synthesized3-3.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 13e5bd7406e8549f4f76e28b4204ae451c3284115940053f5c139d138faf4408 |
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| MD5 | beb60d5b5ff65c0cfc609e07f4e71326 |
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| BLAKE2b-256 | 2ff38100c4c0813a8c9077280a381c940e6c767a77413d23a2132bec968def9b |
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Hashes for synthesized3-3.2-cp39-cp39-macosx_11_0_arm64.whl
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 263222e8dc6f773f62be48ee431d382d1a407b97f758d80b7434a9b0d0416f5b |
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| MD5 | e4544c1399cf77c8601d689ac897323a |
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| BLAKE2b-256 | f58b1df0afeddf4990f528d028ac90f45a335f24ecb0d05cc4826caeb6719427 |
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Hashes for synthesized3-3.2-cp39-cp39-macosx_10_9_x86_64.whl
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 92bb86812ce81c53410c7d1a0f185f70b82d508e526a97389b648f13b6452747 |
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| MD5 | 6ef7f587e44b2e29f70fdf853acdc54b |
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| BLAKE2b-256 | 0fe3878cf45229ab8cfca1bf5172fad9a200f1545cd3a41df4962f93bc5d54ea |
