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chiragnagpal committed Nov 12, 2020
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4 changes: 2 additions & 2 deletions docs/dsm_api.html
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Expand Up @@ -167,7 +167,7 @@ <h2 id="returns">Returns</h2>
</dd>
<dt id="dsm.dsm_api.DeepRecurrentSurvivalMachines"><code class="flex name class">
<span>class <span class="ident">DeepRecurrentSurvivalMachines</span></span>
<span>(</span><span>k=3, layers=None, distribution='Weibull', temp=1000.0, discount=1.0)</span>
<span>(</span><span>k=3, layers=None, hidden=None, distribution='Weibull', temp=1000.0, discount=1.0, typ='LSTM')</span>
</code></dt>
<dd>
<div class="desc"><p>The Deep Recurrent Survival Machines model to handle data with
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</dd>
<dt id="dsm.dsm_api.DeepConvolutionalSurvivalMachines"><code class="flex name class">
<span>class <span class="ident">DeepConvolutionalSurvivalMachines</span></span>
<span>(</span><span>k=3, layers=None, distribution='Weibull', temp=1000.0, discount=1.0)</span>
<span>(</span><span>k=3, layers=None, hidden=None, distribution='Weibull', temp=1000.0, discount=1.0, typ='LSTM')</span>
</code></dt>
<dd>
<div class="desc"><div class="admonition warning">
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46 changes: 27 additions & 19 deletions docs/index.html
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Expand Up @@ -25,8 +25,10 @@ <h1 class="title">Package <code>dsm</code></h1>
</header>
<section id="section-intro">
<p><a href="https://travis-ci.org/autonlab/DeepSurvivalMachines"><img alt="Build Status" src="https://travis-ci.org/autonlab/DeepSurvivalMachines.svg?branch=master"></a>
&nbsp;&nbsp;&nbsp;<a href="https://www.gnu.org/licenses/gpl-3.0"><img alt="License: GPL v3" src="https://img.shields.io/badge/License-GPLv3-blue.svg"></a>
&nbsp;&nbsp;&nbsp;<a href="https://github.com/autonlab/DeepSurvivalMachines"><img alt="GitHub Repo stars" src="https://img.shields.io/github/stars/autonlab/DeepSurvivalMachines?style=social"></a></p>
&nbsp;&nbsp;&nbsp;
<a href="https://opensource.org/licenses/MIT"><img alt="License: MIT" src="https://img.shields.io/badge/License-MIT-yellow.svg"></a>
&nbsp;&nbsp;&nbsp;
<a href="https://github.com/autonlab/DeepSurvivalMachines"><img alt="GitHub Repo stars" src="https://img.shields.io/github/stars/autonlab/DeepSurvivalMachines?style=social"></a></p>
<p>Python package <code><a title="dsm" href="#dsm">dsm</a></code> provides an API to train the Deep Survival Machines
and associated models for problems in survival analysis. The underlying model
is implemented in <code>pytorch</code>.</p>
Expand Down Expand Up @@ -99,7 +101,8 @@ <h2 id="references">References</h2>
Representation Learning for Censored Data with Competing Risks."
arXiv preprint arXiv:2003.01176 (2020)</a></a></p>
<pre><code> @article{nagpal2020deep,
title={Deep Survival Machines: Fully Parametric Survival Regression and Representation Learning for Censored Data with Competing Risks},
title={Deep Survival Machines: Fully Parametric Survival Regression and\
Representation Learning for Censored Data with Competing Risks},
author={Nagpal, Chirag and Li, Xinyu and Dubrawski, Artur},
journal={arXiv preprint arXiv:2003.01176},
year={2020}
Expand All @@ -112,22 +115,27 @@ <h2 id="compatibility">Compatibility</h2>
<h2 id="contributing">Contributing</h2>
<p><code><a title="dsm" href="#dsm">dsm</a></code> is <a href="https://github.com/chiragnagpal/deepsurvivalmachines">on GitHub</a>. Bug reports and pull requests are welcome.</p>
<h2 id="license">License</h2>
<p>Copyright 2020 <a href="http://cs.cmu.edu/~chiragn">Chirag Nagpal</a>,
<a href="http://www.autonlab.org">Auton Lab</a>.</p>
<p>Deep Survival Machines is free software: you can redistribute it and/or modify
it under the terms of the GNU General Public License as published by
the Free Software Foundation, either version 3 of the License, or
(at your option) any later version.</p>
<p>Deep Survival Machines is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.
See the
GNU General Public License for more details.</p>
<p>You should have received a copy of the GNU General Public License
along with Foobar.
If not, see <a href="https://www.gnu.org/licenses/">https://www.gnu.org/licenses/</a>.</p>
<p><img style="float: right;" width ="200px" src="https://www.cmu.edu/brand/downloads/assets/images/wordmarks-600x600-min.jpg">
<img style="float: right;padding-top:50px" src="https://www.autonlab.org/user/themes/auton/images/AutonLogo.png"></p>
<p>MIT License</p>
<p>Copyright (c) 2020 Carnegie Mellon University, <a href="http://autonlab.org">Auton Lab</a></p>
<p>Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:</p>
<p>The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.</p>
<p>THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.</p>
<p><img style="float: right;" width ="200px" src="https://www.cmu.edu/brand/\
downloads/assets/images/wordmarks-600x600-min.jpg">
<img style="float: right;padding-top:50px" src="https://www.autonlab.org/\
user/themes/auton/images/AutonLogo.png"></p>
<p><br><br><br><br><br>
<br><br><br><br><br></p>
</section>
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