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<!DOCTYPE html>
<head>
<meta charset="utf-8">
<title>Neuraxle Documentation</title>
<meta property="og:title" content="Neuraxle Documentation" />
<meta property="description"
content="The world's cleanest AutoML framework ✨ - Do hyperparameter tuning with the right pipeline abstractions to write clean deep learning production pipelines. Let your pipeline steps have hyperparameter spaces. Design steps in your pipeline like components. Compatible with Scikit-Learn, TensorFlow, and most other frameworks and cloud environments. " />
<meta property="og:type" content="website" />
<meta property="og:url" content="https://www.neuraxle.org/" />
<meta property="og:image" content="https://www.neuraxle.org/neuraxle-banner.png" />
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<body>
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<div class="center">
<div class="title">
<img class="logo" src="neuraxle_logo.png">
<h1>NEURAXLE</h1>
<h2 class="subtitle">BUILD NEAT ML PIPELINES</h2>
<p>Neuraxle is a Machine Learning (ML) library for building clean machine
learning pipelines using the right abstractions.</p>
<p>Compatible with deep learning frameworks and the scikit-learn API, it can stream minibatches, use data checkpoints, build funky pipelines, and serialize models with custom per-step savers.</p>
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<div class="center">
<a class="button" href="https://github.com/Neuraxio/Neuraxle">VIEW ON GITHUB</a>
<a class="button" href="stable/intro.html">READ MORE</a>
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<h3>⚡️ Component-Based</h3>
Build encapsulated steps, then compose them to build complex pipelines.
</div>
<div class="item">
<h3>🔥 Evolving State</h3>
Each pipeline step can fit, and evolve through the learning process
</div>
<div class="item">
<h3>🎛 Hyperparameter Tuning</h3>
Optimize your pipelines using AutoML, where each pipeline step has their own hyperparameter space.
</div>
<div class="item">
<h3>🔌 Compatible</h3>
Use your favorite machine learning libraries inside and outside Neuraxle pipelines.
</div>
<div class="item">
<h3>🚀 Production Ready</h3>
Pipeline steps can manage how they are saved by themselves, and the lifecycle of the objects allow for train, and test modes.
</div>
<div class="item">
<h3>🏹 Streaming Pipeline</h3>
Transform data in many pipeline steps at the same time in parallel using multiprocessing Queues.
</div>
</div>
<footer>
<div class="footer">
<p class="copyright">© Copyright 2019-2022 Neuraxio Inc.</p>
<a class="github-button" href="https://github.com/Neuraxio/Neuraxle" aria-label="Neuraxle on GitHub"></a>
<a class="github-button" href="https://github.com/sponsors/Neuraxio/Neuraxle" data-icon="octicon-heart" aria-label="Sponsor @Neuraxle on GitHub">Sponsor</a>
</div>
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