andras/great-ai
1
0
Fork 0
Code Issues Pull requests 1 Projects Releases 4 Packages Wiki Activity Actions

Deployed 8d1ad9a with MkDocs version: 1.3.0

Browse source
This commit is contained in:
2022-07-11 17:21:45 +00:00
parent 1a6a68ffcc
commit 25a66fb86b
46 changed files with 10768 additions and 1924 deletions
Download patch file Download diff file Expand all files Collapse all files

201
tutorial/index.html
View file

@ -437,6 +437,90 @@
<li class="md-nav__item">
<a href="../how-to-guides/configure-service/" class="md-nav__link">
How to configure GreatAI
</a>
</li>
<li class="md-nav__item">
<a href="../how-to-guides/use-service/" class="md-nav__link">
How to use a GreatAI service
</a>
</li>
<li class="md-nav__item">
<a href="../how-to-guides/handle-training-data/" class="md-nav__link">
How to handle training data
</a>
</li>
<li class="md-nav__item">
<a href="../how-to-guides/large_file/" class="md-nav__link">
How to use LargeFile
</a>
</li>
<li class="md-nav__item">
<a href="../how-to-guides/call_remote.md" class="md-nav__link">
None
</a>
</li>
<li class="md-nav__item">
<a href="../how-to-guides/scraping/" class="md-nav__link">
Scraping
</a>
</li>
</ul>
</nav>
</li>
@ -478,7 +562,7 @@
<li class="md-nav__item">
<a href="../reference/" class="md-nav__link">
Reference
GreatAI reference
</a>
</li>
@ -540,6 +624,115 @@
<li class="md-nav__item md-nav__item--nested">
<input class="md-nav__toggle md-toggle" data-md-toggle="__nav_5" type="checkbox" id="__nav_5" >
<label class="md-nav__link" for="__nav_5">
Examples
<span class="md-nav__icon md-icon"></span>
</label>
<nav class="md-nav" aria-label="Examples" data-md-level="1">
<label class="md-nav__title" for="__nav_5">
<span class="md-nav__icon md-icon"></span>
Examples
</label>
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item md-nav__item--nested">
<input class="md-nav__toggle md-toggle" data-md-toggle="__nav_5_1" type="checkbox" id="__nav_5_1" >
<label class="md-nav__link" for="__nav_5_1">
Explainable Naive Bayes
<span class="md-nav__icon md-icon"></span>
</label>
<nav class="md-nav" aria-label="Explainable Naive Bayes" data-md-level="2">
<label class="md-nav__title" for="__nav_5_1">
<span class="md-nav__icon md-icon"></span>
Explainable Naive Bayes
</label>
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item">
<a href="../examples/simple/data/" class="md-nav__link">
Train a domain classifier on the semantic scholar dataset
</a>
</li>
<li class="md-nav__item">
<a href="../examples/simple/train/" class="md-nav__link">
Train a domain classifier on the semantic scholar dataset
</a>
</li>
<li class="md-nav__item">
<a href="../examples/simple/deploy/" class="md-nav__link">
Train a domain classifier on the semantic scholar dataset
</a>
</li>
</ul>
</nav>
</li>
</ul>
</nav>
</li>
<li class="md-nav__item">
<a href="../explanation/" class="md-nav__link">
Explanation
@ -657,7 +850,7 @@
</div>
<h2 id="summary">Summary<a class="headerlink" href="#summary" title="Permanent link">#</a></h2>
<h3 id="the-training-notebook">The <a href="train/">training notebook</a><a class="headerlink" href="#the-training-notebook" title="Permanent link">#</a></h3>
<p>We load and preprocess the dataset while relying on [great_ai.utilities.clean][] for the heavy-lifting. Additionally, the preprocessing is parallelised using <a class="autorefs autorefs-internal" href="../reference/utilities/#great_ai.utilities.parallel_map.simple_parallel_map.simple_parallel_map">great_ai.utilities.simple_parallel_map</a></p>
<p>We load and preprocess the dataset while relying on [great_ai.utilities.clean][] for the heavy-lifting. Additionally, the preprocessing is parallelised using <a class="autorefs autorefs-internal" href="../reference/utilities/#great_ai.utilities.simple_parallel_map">great_ai.utilities.simple_parallel_map</a></p>
<p>After training and evaluating a model, it is exported using <a class="autorefs autorefs-internal" href="../reference/#great_ai.save_model">great_ai.save_model</a>.</p>
<details class="tip">
<summary>Remote storage</summary>
@ -692,14 +885,14 @@
<li><a class="autorefs autorefs-internal" href="../reference/#great_ai.use_model">@use_model</a> loads and injects your model into the <code>predict_domain</code> function's <code>model</code> argument.
You can freely reference it knowing that it is always given to the function.</li>
</ol>
<p>Finally, we deploy the model, inference function, and the GreatAI wrapping all of these. For that we either use: <code>great-ai deploy.ipynb</code> or build a Docker image.</p>
<p>Finally, we test the model's inference function through the GreatAI dashboard. <a href="/how-to-guides/use-service">The only thing left is to deploy the hardened-service.</a></p>
<hr>
<div class="md-source-file">
<small>
Last update:
<span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">July 10, 2022</span>
<span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">July 11, 2022</span>
</small>