https://github.com/tensorly/tensorly
Revision 9d8071f7ca26a7444f6416e28598a8056db740bd authored by Jean Kossaifi on 01 November 2020, 00:13:07 UTC, committed by Jean Kossaifi on 01 November 2020, 00:13:07 UTC
1 parent 8ddc6ea
Tip revision: 9d8071f7ca26a7444f6416e28598a8056db740bd authored by Jean Kossaifi on 01 November 2020, 00:13:07 UTC
validate_tt_rank : always return a list
validate_tt_rank : always return a list
Tip revision: 9d8071f
index.rst
:no-toc:
.. tensorly documentation
.. only:: latex
TensorLy: Tensor Learning in Python
====================================
.. toctree::
:maxdepth: 1
:hidden:
installation
user_guide/index
modules/api
auto_examples/index
development_guide/index
Notebooks <https://github.com/JeanKossaifi/tensorly-notebooks>
about
.. only:: html
.. raw:: html
<section class="hero is-bold">
<div class="hero-body home-hero">
<div class="container has-text-centered">
<h1 class="title is-1">
TensorLy: Simple and Fast Tensor Learning in Python
</h1>
<hr/>
<div class="columns is-vcentered">
<div class="column is-8 ">
<figure class="image">
<img src="_static/TensorLy-pyramid.png" class="logo" alt="TensorLy logo">
</figure>
</div>
<div class="column is-4">
<div class="container tensorly-functionalities-container">
<div class="content tensorly-functionalities">
<ul>
<li> Tested and Optimised </li>
<li> Pure Python </li>
<li> Flexible Backends for: <ul>
<li> <a target="_blank" href="https://numpy.org/"> NumPy </a> </li>
<li> <a target="_blank" href="https://pytorch.org/"> PyTorch </a> </li>
<li> <a target="_blank" href="https://www.tensorflow.org/"> TensorFlow </a> </li>
<li> <a target="_blank" href="https://jax.readthedocs.io/en/latest/"> JAX </a> </li>
<li> <a target="_blank" href="https://mxnet.apache.org/versions/1.7.0/"> Apache MXNet </a> </li>
<li> <a target="_blank" href="https://cupy.dev/"> CuPy </a> </li>
</ul>
</li>
<li> Thorough Documentation </li>
<li> Minimal Dependencies </li>
</ul>
</div>
</div>
<p class="has-text-centered">
<a class="button is-large is-primary is-outlined" href="installation.html">
Get started
</a>
</p>
</div>
</div>
</div>
<div class="hero-discover container has-text-centered">
<p class="title">Discover TensorLy's functionalities!</p>
</div>
<div class="container has-text-centered">
<br/>
<a href="#functionalities">
<span>
<i class="fa fa-chevron-down" aria-hidden="true"></i>
<span>
</a>
</div>
</div>
<div class="section home-main">
<a name="functionalities" style="visibility: hidden;"></a>
<div class="container">
<div class="tile is-ancestor">
<div class="tile is-parent">
<a class="tile is-child box" href="installation.html">
<p class="title">Install TensorLy</p>
<p class="subtitle">Installation Instructions </p>
</a>
</div>
<div class="tile is-parent">
<a class="tile is-child box" href="user_guide/index.html">
<p class="title">User Guide</p>
<p class="subtitle">A Friendly Guide to Tensor Learning</p>
</a>
</div>
<div class="tile is-parent">
<a class="tile is-child box" href= "auto_examples/index.html">
<p class="title">Examples</p>
<p class="subtitle">See Usage Examples With Code</p>
</a>
</div>
</div>
<div class="tile is-ancestor">
<div class="tile is-parent">
<a class="tile is-child box" href="modules/api.html">
<p class="title">
<i class="fa fa-book" aria-hidden="true"></i>
API
</p>
<p class="subtitle">Functions and Classes Documentation</p>
</a>
</div>
<div class="tile is-parent">
<a class="tile is-child box" href="about.html">
<p class="title">About Us</p>
<p class="subtitle">About the Developers</p>
</a>
</div>
<div class="tile is-parent">
<a class="tile is-child box" href= "https://github.com/tensorly/tensorly">
<p class="title">
<span class="icon"><i class="fa fa-github"></i></span>
<span>Contribute</span>
</p>
<p class="subtitle">Source Code on Github</p>
</a>
</div>
</div>
</div>
</div>
</section>
.. raw:: html
<div class="container has-text-centered">
<script type="text/javascript">
function disp(s) {
var win;
var doc;
win = window.open("", "WINDOWID");
doc = win.document;
doc.open("text/plain");
doc.write("<pre>" + s + "</pre>");
doc.close();
}
</script>
<script>
function toggle_modal(id){
var modal = document.getElementById(id);
modal.classList.toggle('is-active');
};
</script>
<div class="modal" id="tensorly_bibtex">
<div class="modal-background" onclick="javascrip:toggle_modal('tensorly_bibtex');"></div>
<div class="modal-content">
<div class="box">
<div class="content">
<code class="language-latex" data-lang="latex">
@article{tensorly, <br/>
author = {Jean Kossaifi and Yannis Panagakis and Anima Anandkumar and Maja Pantic}, <br/>
title = {TensorLy: Tensor Learning in Python}, <br/>
journal = {Journal of Machine Learning Research (JMLR)} <br/>
volume = {20},
number = {26},
year = {2019}, <br/>
} <br/>
</code>
</div>
</div>
</div>
<button class="modal-close" onclick="javascrip:toggle_modal('tensorly_bibtex');"></button>
</div>
<br/> <br/>
<div class="card has-text-left">
<header class="card-header">
<p class="card-header-title">
If you use TensorLy, please cite:
</p>
<a class="card-header-icon" onclick="javascrip:toggle_modal('tensorly_bibtex');" >
<span class="icon" style="margin-right:0.7em">
[bibtex]
</span>
</a>
</header>
<div class="card-content">
Jean Kossaifi, Yannis Panagakis, Anima Anandkumar and Maja Pantic, <strong> TensorLy: Tensor Learning in Python</strong>,
Journal of Machine Learning Research, Year: 2019, Volume: 20, Issue: 26, Pages: 1−6.
<br/><a href="http://jmlr.org/papers/v20/18-277.html">http://jmlr.org/papers/v20/18-277.html</a>.
</div>
</div>
</div>
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