Metadata-Version: 2.1
Name: echoflow
Version: 0.0.1
Summary: Normalizing flows for generative modeling of tabular datasets.
Home-page: https://github.com/k15z/echoflow
Author: Kevin Alex Zhang
Author-email: kevalexzhang@gmail.com
License: Proprietary
Description: <p align="center">
            <a href="https://k15z.github.io/EchoFlow">
                <img width=760 src="docs/assets/header-dark.png">
            </a>
        </p>
        
        <p align="center">
            <a href="https://github.com/k15z/echoflow/actions"><img src="https://github.com/k15z/echoflow/workflows/Build%20Main/badge.svg"></a>
            <a href="https://k15z.github.io/EchoFlow"><img src="https://github.com/k15z/echoflow/workflows/Documentation/badge.svg"></a>
            <a href="https://codecov.io/gh/k15z/echoflow"><img src="https://codecov.io/gh/k15z/echoflow/branch/main/graph/badge.svg"></a>
        </p>
        
        ---
        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](https://k15z.github.io/EchoFlow)! Or, learn more about this project from our blog post [here](https://kevz.dev/echoflow/).
        
Keywords: echoflow
Platform: UNKNOWN
Classifier: Development Status :: 2 - Pre-Alpha
Classifier: Intended Audience :: Developers
Classifier: License :: Other/Proprietary License
Classifier: Natural Language :: English
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Requires-Python: >=3.7
Description-Content-Type: text/markdown
Provides-Extra: test
Provides-Extra: dev
Provides-Extra: all
