This library provides tools for generative modeling of tabular datasets using normalizing flows. Some of it's features include:
- Density estimation.
- Joint + conditional sampling.
- Categorical + continuous values.
- Normalizing flows from RealNVP and MADE.
To get started with EchoFlow, check out our documentation here! Or, learn more about this project from our blog post here.
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Release files for echoflow 0.0.2
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Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| echoflow-0.0.2.tar.gz | 135.5 kB | Without provenance | Details for echoflow-0.0.2.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
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| echoflow-0.0.2-py2.py3-none-any.whl | Python 2, Python 3 | none | any | Details for echoflow-0.0.2-py2.py3-none-any.whl |
Total release size: 148.5 kB
Release files / echoflow-0.0.2.tar.gz
| Download URL | echoflow-0.0.2.tar.gz |
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| Size | 135.5 kB |
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Release files / echoflow-0.0.2-py2.py3-none-any.whl
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| Tags | Python 2 Python 3 |
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