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32 changes: 28 additions & 4 deletions docs/build/html/_sources/resources.rst.txt
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Resources for Researchers
=========================

Systematic review
-----------------
Systematic literature review
----------------------------

`Parsifal <https://parsif.al/>`_ is an online tool designed to support researchers to perform systematic literature reviews within the context of Software Engineering. Geographically distributed researchers can work together within a shared workspace, designing the protocol and conducting the research.

Expand All @@ -29,10 +29,31 @@ The curriculum includes:

.. youtube:: Z1mBTHw3xVo

Reference managers
------------------

Reference managers help collect, organize and share references and create citations in various formats. `Mendeley <https://www.mendeley.com>`_ and `Zotero <https://www.zotero.org/>`_ are free reference managers.

Mendeley
^^^^^^^^
`Mendeley <https://www.mendeley.com>`_ simplifies your workflow, so you can focus on achieving your goals.

Zotero
^^^^^^

`Zotero <https://www.zotero.org/>`_ is a free, easy-to-use tool to help you collect, organize, cite, and share research.

Datasets
--------

Mendeley
^^^^^^^^

`Mendeley Data <https://data.mendeley.com/>`_ is a secure cloud-based repository where you can store your data, ensuring it is easy to share, access and cite, wherever you are.

Search 28.1 million datasets from domain-specific and cross-domain repositories.


OpenML
^^^^^^

Expand Down Expand Up @@ -60,8 +81,8 @@ Key features:
* Query, download and reuse all shared runs


Tensorflow
^^^^^^^^^^
Tensorflow Datasets
^^^^^^^^^^^^^^^^^^^

Tensorflow Datasets (TFDS) provides a collection of ready-to-use datasets for use with TensorFlow, Jax, and other Machine Learning frameworks.

Expand All @@ -85,11 +106,14 @@ Google provides a search engine for datasets. Discover datasets hosted in thousa
https://datasetsearch.research.google.com/



PyTorch
^^^^^^^^

Torch Audio: https://pytorch.org/audio/stable/datasets.html

Torchvision: https://pytorch.org/vision/stable/datasets.html

Torch text: https://pytorch.org/text/stable/datasets.html


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10 changes: 8 additions & 2 deletions docs/build/html/index.html
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Expand Up @@ -294,11 +294,17 @@ <h2>Cluster Architecture<a class="headerlink" href="#cluster-architecture" title
<p class="caption"><span class="caption-text">Other Information</span></p>
<ul>
<li class="toctree-l1"><a class="reference internal" href="resources.html">Resources for Researchers</a><ul>
<li class="toctree-l2"><a class="reference internal" href="resources.html#systematic-review">Systematic review</a></li>
<li class="toctree-l2"><a class="reference internal" href="resources.html#systematic-literature-review">Systematic literature review</a></li>
<li class="toctree-l2"><a class="reference internal" href="resources.html#advanced-information-research-skills-airs">Advanced Information Research Skills (AIRS)</a></li>
<li class="toctree-l2"><a class="reference internal" href="resources.html#reference-managers">Reference managers</a><ul>
<li class="toctree-l3"><a class="reference internal" href="resources.html#id3">Mendeley</a></li>
<li class="toctree-l3"><a class="reference internal" href="resources.html#id5">Zotero</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="resources.html#datasets">Datasets</a><ul>
<li class="toctree-l3"><a class="reference internal" href="resources.html#id7">Mendeley</a></li>
<li class="toctree-l3"><a class="reference internal" href="resources.html#openml">OpenML</a></li>
<li class="toctree-l3"><a class="reference internal" href="resources.html#tensorflow">Tensorflow</a></li>
<li class="toctree-l3"><a class="reference internal" href="resources.html#tensorflow-datasets">Tensorflow Datasets</a></li>
<li class="toctree-l3"><a class="reference internal" href="resources.html#google-research">Google Research</a></li>
<li class="toctree-l3"><a class="reference internal" href="resources.html#google-dataset-search">Google dataset search</a></li>
<li class="toctree-l3"><a class="reference internal" href="resources.html#pytorch">PyTorch</a></li>
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41 changes: 32 additions & 9 deletions docs/build/html/resources.html
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Expand Up @@ -107,11 +107,17 @@
<p class="caption"><span class="caption-text">Other Information</span></p>
<ul class="current">
<li class="toctree-l1 current"><a class="current reference internal" href="#">Resources for Researchers</a><ul>
<li class="toctree-l2"><a class="reference internal" href="#systematic-review">Systematic review</a></li>
<li class="toctree-l2"><a class="reference internal" href="#systematic-literature-review">Systematic literature review</a></li>
<li class="toctree-l2"><a class="reference internal" href="#advanced-information-research-skills-airs">Advanced Information Research Skills (AIRS)</a></li>
<li class="toctree-l2"><a class="reference internal" href="#reference-managers">Reference managers</a><ul>
<li class="toctree-l3"><a class="reference internal" href="#id3">Mendeley</a></li>
<li class="toctree-l3"><a class="reference internal" href="#id5">Zotero</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="#datasets">Datasets</a><ul>
<li class="toctree-l3"><a class="reference internal" href="#id7">Mendeley</a></li>
<li class="toctree-l3"><a class="reference internal" href="#openml">OpenML</a></li>
<li class="toctree-l3"><a class="reference internal" href="#tensorflow">Tensorflow</a></li>
<li class="toctree-l3"><a class="reference internal" href="#tensorflow-datasets">Tensorflow Datasets</a></li>
<li class="toctree-l3"><a class="reference internal" href="#google-research">Google Research</a></li>
<li class="toctree-l3"><a class="reference internal" href="#google-dataset-search">Google dataset search</a></li>
<li class="toctree-l3"><a class="reference internal" href="#pytorch">PyTorch</a></li>
Expand Down Expand Up @@ -191,8 +197,8 @@

<div class="section" id="resources-for-researchers">
<h1>Resources for Researchers<a class="headerlink" href="#resources-for-researchers" title="Permalink to this headline"></a></h1>
<div class="section" id="systematic-review">
<h2>Systematic review<a class="headerlink" href="#systematic-review" title="Permalink to this headline"></a></h2>
<div class="section" id="systematic-literature-review">
<h2>Systematic literature review<a class="headerlink" href="#systematic-literature-review" title="Permalink to this headline"></a></h2>
<p><a class="reference external" href="https://parsif.al/">Parsifal</a> is an online tool designed to support researchers to perform systematic literature reviews within the context of Software Engineering. Geographically distributed researchers can work together within a shared workspace, designing the protocol and conducting the research.</p>
<p>As well as providing a way to document the whole process, the tool will help you remind what is important during a systematic literature review. During the planning phase, <a class="reference external" href="https://parsif.al/">Parsifal</a> will help you with the objectives, PICOC, research questions, search string, keywords and synonyms, selecting the sources, the inclusion and exclusion criterias. Will also provide mechanisms to build a quality assessment checklist and data extraction forms.</p>
<p>During the conducting phase, you will be able to import bibtex files and select the studies, find duplicates among all the different sources, execute the quality assessment and extract data from the papers.</p>
Expand All @@ -215,8 +221,25 @@ <h2>Advanced Information Research Skills (AIRS)<a class="headerlink" href="#adva
<div class="youtube_wrapper" style="">
<iframe allowfullscreen="true" src="https://www.youtube.com/embed/Z1mBTHw3xVo" style="border: 0; height: 345px; width: 560px">
</iframe></div></div>
<div class="section" id="reference-managers">
<h2>Reference managers<a class="headerlink" href="#reference-managers" title="Permalink to this headline"></a></h2>
<p>Reference managers help collect, organize and share references and create citations in various formats. <a class="reference external" href="https://www.mendeley.com">Mendeley</a> and <a class="reference external" href="https://www.zotero.org/">Zotero</a> are free reference managers.</p>
<div class="section" id="id3">
<h3>Mendeley<a class="headerlink" href="#id3" title="Permalink to this headline"></a></h3>
<p><a class="reference external" href="https://www.mendeley.com">Mendeley</a> simplifies your workflow, so you can focus on achieving your goals.</p>
</div>
<div class="section" id="id5">
<h3>Zotero<a class="headerlink" href="#id5" title="Permalink to this headline"></a></h3>
<p><a class="reference external" href="https://www.zotero.org/">Zotero</a> is a free, easy-to-use tool to help you collect, organize, cite, and share research.</p>
</div>
</div>
<div class="section" id="datasets">
<h2>Datasets<a class="headerlink" href="#datasets" title="Permalink to this headline"></a></h2>
<div class="section" id="id7">
<h3>Mendeley<a class="headerlink" href="#id7" title="Permalink to this headline"></a></h3>
<p><a class="reference external" href="https://data.mendeley.com/">Mendeley Data</a> is a secure cloud-based repository where you can store your data, ensuring it is easy to share, access and cite, wherever you are.</p>
<p>Search 28.1 million datasets from domain-specific and cross-domain repositories.</p>
</div>
<div class="section" id="openml">
<h3>OpenML<a class="headerlink" href="#openml" title="Permalink to this headline"></a></h3>
<p>The <a class="reference external" href="https://openml.org/">Open Machine Learning</a> is a public repository for machine learning data and experiments, that allows everybody to upload open datasets. It integrates with scikit-learn.</p>
Expand All @@ -242,8 +265,8 @@ <h3>OpenML<a class="headerlink" href="#openml" title="Permalink to this headline
<li><p>Query, download and reuse all shared runs</p></li>
</ul>
</div>
<div class="section" id="tensorflow">
<h3>Tensorflow<a class="headerlink" href="#tensorflow" title="Permalink to this headline"></a></h3>
<div class="section" id="tensorflow-datasets">
<h3>Tensorflow Datasets<a class="headerlink" href="#tensorflow-datasets" title="Permalink to this headline"></a></h3>
<p>Tensorflow Datasets (TFDS) provides a collection of ready-to-use datasets for use with TensorFlow, Jax, and other Machine Learning frameworks.</p>
<p><a class="reference external" href="https://www.tensorflow.org/datasets/catalog/overview">https://www.tensorflow.org/datasets/catalog/overview</a></p>
<div class="youtube_wrapper" style="">
Expand All @@ -261,9 +284,9 @@ <h3>Google dataset search<a class="headerlink" href="#google-dataset-search" tit
</div>
<div class="section" id="pytorch">
<h3>PyTorch<a class="headerlink" href="#pytorch" title="Permalink to this headline"></a></h3>
<p>Torch Audio: <a class="reference external" href="https://pytorch.org/audio/stable/datasets.html">https://pytorch.org/audio/stable/datasets.html</a>
Torchvision: <a class="reference external" href="https://pytorch.org/vision/stable/datasets.html">https://pytorch.org/vision/stable/datasets.html</a>
Torch text: <a class="reference external" href="https://pytorch.org/text/stable/datasets.html">https://pytorch.org/text/stable/datasets.html</a></p>
<p>Torch Audio: <a class="reference external" href="https://pytorch.org/audio/stable/datasets.html">https://pytorch.org/audio/stable/datasets.html</a></p>
<p>Torchvision: <a class="reference external" href="https://pytorch.org/vision/stable/datasets.html">https://pytorch.org/vision/stable/datasets.html</a></p>
<p>Torch text: <a class="reference external" href="https://pytorch.org/text/stable/datasets.html">https://pytorch.org/text/stable/datasets.html</a></p>
</div>
</div>
</div>
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2 changes: 1 addition & 1 deletion docs/build/html/searchindex.js

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32 changes: 28 additions & 4 deletions docs/source/resources.rst
Original file line number Diff line number Diff line change
@@ -1,8 +1,8 @@
Resources for Researchers
=========================

Systematic review
-----------------
Systematic literature review
----------------------------

`Parsifal <https://parsif.al/>`_ is an online tool designed to support researchers to perform systematic literature reviews within the context of Software Engineering. Geographically distributed researchers can work together within a shared workspace, designing the protocol and conducting the research.

Expand All @@ -29,10 +29,31 @@ The curriculum includes:

.. youtube:: Z1mBTHw3xVo

Reference managers
------------------

Reference managers help collect, organize and share references and create citations in various formats. `Mendeley <https://www.mendeley.com>`_ and `Zotero <https://www.zotero.org/>`_ are free reference managers.

Mendeley
^^^^^^^^
`Mendeley <https://www.mendeley.com>`_ simplifies your workflow, so you can focus on achieving your goals.

Zotero
^^^^^^

`Zotero <https://www.zotero.org/>`_ is a free, easy-to-use tool to help you collect, organize, cite, and share research.

Datasets
--------

Mendeley
^^^^^^^^

`Mendeley Data <https://data.mendeley.com/>`_ is a secure cloud-based repository where you can store your data, ensuring it is easy to share, access and cite, wherever you are.

Search 28.1 million datasets from domain-specific and cross-domain repositories.


OpenML
^^^^^^

Expand Down Expand Up @@ -60,8 +81,8 @@ Key features:
* Query, download and reuse all shared runs


Tensorflow
^^^^^^^^^^
Tensorflow Datasets
^^^^^^^^^^^^^^^^^^^

Tensorflow Datasets (TFDS) provides a collection of ready-to-use datasets for use with TensorFlow, Jax, and other Machine Learning frameworks.

Expand All @@ -85,11 +106,14 @@ Google provides a search engine for datasets. Discover datasets hosted in thousa
https://datasetsearch.research.google.com/



PyTorch
^^^^^^^^

Torch Audio: https://pytorch.org/audio/stable/datasets.html

Torchvision: https://pytorch.org/vision/stable/datasets.html

Torch text: https://pytorch.org/text/stable/datasets.html


Expand Down

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