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Adam 2023-06-19 01:04:02 -04:00
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dennis/static/blog/20220701-progress.html
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<article> <article>
The progress update The progress update
<p style='text-align: center;'> <p style='text-align: center;'>
<img src="https://doordesk.net/pics/plates.gif" /> <img src="https://old.doordesk.net/pics/plates.gif" />
</p> </p>
<h3>Bots</h3> <h3>Bots</h3>
<p> <p>
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I've finally settled on a I've finally settled on a
<a href="https://www.kaggle.com/datasets/bwandowando/ukraine-russian-crisis-twitter-dataset-1-2-m-rows">dataset</a>. <a href="https://www.kaggle.com/datasets/bwandowando/ukraine-russian-crisis-twitter-dataset-1-2-m-rows">dataset</a>.
The project is about detecting bots, starting with twitter. I've The project is about detecting bots, starting with twitter. I've
<a href="https://doordesk.net/projects/bots/docs/debot.pdf">studied</a> a <a href="https://old.doordesk.net/projects/bots/docs/debot.pdf">studied</a> a
<a href="https://doordesk.net/projects/bots/docs/botwalk.pdf">few</a> <a href="https://old.doordesk.net/projects/bots/docs/botwalk.pdf">few</a>
<a href="https://doordesk.net/projects/bots/docs/smu.pdf">different</a> <a href="https://old.doordesk.net/projects/bots/docs/smu.pdf">different</a>
<a href="https://doordesk.net/projects/bots/docs/div.pdf">methods</a> of bot detection and particularly like the <a href="https://old.doordesk.net/projects/bots/docs/div.pdf">methods</a> of bot detection and particularly like the
<a href="https://doordesk.net/projects/bots/docs/debot.pdf">DeBot</a> and <a href="https://old.doordesk.net/projects/bots/docs/debot.pdf">DeBot</a> and
<a href="https://doordesk.net/projects/bots/docs/botwalk.pdf">BotWalk</a> methods and think I will try to mimic them, <a href="https://old.doordesk.net/projects/bots/docs/botwalk.pdf">BotWalk</a> methods and think I will try to mimic them,
in that order. in that order.
</p> </p>
<p> <p>

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dennis/static/games/adam.html
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<article> <article>
<p> <p>
<a href="https://doordesk.net/games/adam/" target="_blank">adam</a> is a quick fps demo to test how well WebGL <a href="https://old.doordesk.net/games/adam/" target="_blank">adam</a> is a quick fps demo to test how well WebGL
performs using <a href="https://unity.com">Unity</a>. performs using <a href="https://unity.com">Unity</a>.
</p> </p>
</article> </article>

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dennis/static/games/balls.html
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<article> <article>
<p> <p>
<a href="https://doordesk.net/games/balls/" target="_blank">balls</a> is another demo to test WebGL performance. <a href="https://old.doordesk.net/games/balls/" target="_blank">balls</a> is another demo to test WebGL performance.
This time using <a href="https://godotengine.org/">Godot Engine</a>. This time using <a href="https://godotengine.org/">Godot Engine</a>.
</p> </p>
</article> </article>

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dennis/static/games/fps.html
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<article> <article>
<p> <p>
<a href="https://doordesk.net/games/fps/" target="_blank">fps</a> is a Godot/WebGL experiment from scratch with <a href="https://old.doordesk.net/games/fps/" target="_blank">fps</a> is a Godot/WebGL experiment from scratch with
multiplayer using websockets and a master/slave architecture. Invite a friend or open multiple instances! multiplayer using websockets and a master/slave architecture. Invite a friend or open multiple instances!
</p> </p>
</article> </article>

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dennis/static/games/index.html
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<p>Consider anything else average or let me know otherwise</p> <p>Consider anything else average or let me know otherwise</p>
<ul> <ul>
---MY GAMES--- ---MY GAMES---
<li><a href="https://doordesk.net/games/adam">adam</a> - The first. Unity Demo/Tutorial with some mods</li> <li><a href="https://old.doordesk.net/games/adam">adam</a> - The first. Unity Demo/Tutorial with some mods</li>
<li><a href="https://doordesk.net/games/fps">multiplayer fps</a> - Dive into netcode with Godot (Open two, invite <li><a href="https://old.doordesk.net/games/fps">multiplayer fps</a> - Dive into netcode with Godot (Open two, invite
your friends!)</li> your friends!)</li>
<li><a href="https://doordesk.net/games/../snek">snek</a> - Canvas + JS (the actual first)</li> <li><a href="https://old.doordesk.net/games/../snek">snek</a> - Canvas + JS (the actual first)</li>
<li><a href="https://doordesk.net/games/balls">balls</a> - Godot demo engine test</li> <li><a href="https://old.doordesk.net/games/balls">balls</a> - Godot demo engine test</li>
</ul> </ul>

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dennis/static/games/snek.html
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<article> <article>
<p> <p>
<a href="https://doordesk.net/snek" target="_blank">snek</a> is a simple snake game made with JS/Canvas. <a href="https://old.doordesk.net/snek" target="_blank">snek</a> is a simple snake game made with JS/Canvas.
</p> </p>
</article> </article>

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dennis/static/projects/20220529-housing.html
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Well, I don't know much about appraising houses. But I have heard the term "price per Well, I don't know much about appraising houses. But I have heard the term "price per
square foot" so we'll start with that: square foot" so we'll start with that:
</p> </p>
<p style="text-align: center;"><img src="https://doordesk.net/pics/livarea_no_outliers.png" /></p> <p style="text-align: center;"><img src="https://old.doordesk.net/pics/livarea_no_outliers.png" /></p>
<p> <p>
There is a feature for 'Above Grade Living Area' meaning floor area that's not basement. There is a feature for 'Above Grade Living Area' meaning floor area that's not basement.
It looks linear, there were a couple outliers to take care of but this should be a good It looks linear, there were a couple outliers to take care of but this should be a good
signal. signal.
</p> </p>
<p>Next I calculated the age of every house at time of sale and plotted it:</p> <p>Next I calculated the age of every house at time of sale and plotted it:</p>
<p style="text-align: center;"><img src="https://doordesk.net/pics/age.png" /></p> <p style="text-align: center;"><img src="https://old.doordesk.net/pics/age.png" /></p>
<p> <p>
Exactly what I'd expect to see. Price drops as age goes up, a few outliers. We'll Exactly what I'd expect to see. Price drops as age goes up, a few outliers. We'll
include that in the model. include that in the model.
</p> </p>
<p>Next I chose the area of the lot:</p> <p>Next I chose the area of the lot:</p>
<p style="text-align: center;"><img src="https://doordesk.net/pics/lot_area.png" /></p> <p style="text-align: center;"><img src="https://old.doordesk.net/pics/lot_area.png" /></p>
<p> <p>
Lot area positively affects sale price because land has value. Most of the houses here Lot area positively affects sale price because land has value. Most of the houses here
have similarly sized lots. have similarly sized lots.
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</p> </p>
<span> <span>
<center> <center>
<img src="https://doordesk.net/pics/age_liv_area_ss.png" /> <img src="https://old.doordesk.net/pics/age_liv_area_ss.png" />
<img src="https://doordesk.net/pics/age_liv_qt.png" /> <img src="https://old.doordesk.net/pics/age_liv_qt.png" />
</center> </center>
</span> </span>
</div> </div>
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scaling of course. scaling of course.
</p> </p>
<center> <center>
<img src="https://doordesk.net/pics/mod_out.png" /> <img src="https://old.doordesk.net/pics/mod_out.png" />
</center> </center>
<p> <p>
Predictions were within about $35-$40k on average.<br /> Predictions were within about $35-$40k on average.<br />
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</p> </p>
<p>Here's an interesting case, Overall Condition of Property:<br /><br /></p> <p>Here's an interesting case, Overall Condition of Property:<br /><br /></p>
<center> <center>
<img src="https://doordesk.net/pics/overall_cond.png" /> <img src="https://old.doordesk.net/pics/overall_cond.png" />
</center> </center>
<p> <p>
You would expect sale price to increase with quality, no? Yet it goes down.. Why?<br /> You would expect sale price to increase with quality, no? Yet it goes down.. Why?<br />

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dennis/static/projects/20220614-reddit.html
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</p> </p>
<h3>Introducing Scrapey!</h3> <h3>Introducing Scrapey!</h3>
<p> <p>
<a href="https://doordesk.net/projects/reddit/scrapey.html">Scrapey</a> is my scraper script that takes a snapshot <a href="https://old.doordesk.net/projects/reddit/scrapey.html">Scrapey</a> is my scraper script that takes a snapshot
of Reddit/r/all hot and saves the data to a .csv file including a calculated age for of Reddit/r/all hot and saves the data to a .csv file including a calculated age for
each post about every 12 minutes. Run time is about 2 minutes per iteration and each each post about every 12 minutes. Run time is about 2 minutes per iteration and each
time adds about 100 unique posts to the list while updating any post it's already seen. time adds about 100 unique posts to the list while updating any post it's already seen.
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</p> </p>
<h3>EDA</h3> <h3>EDA</h3>
<p> <p>
<a href="https://doordesk.net/projects/reddit/EDA.html">Next I take a quick look to see what looks useful</a>, what <a href="https://old.doordesk.net/projects/reddit/EDA.html">Next I take a quick look to see what looks useful</a>, what
doesn't, and check for outliers that will throw off the model. There were a few outliers doesn't, and check for outliers that will throw off the model. There were a few outliers
to drop from the num_comments column. to drop from the num_comments column.
</p> </p>
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for further processing. for further processing.
</p> </p>
<h3>Clean</h3> <h3>Clean</h3>
<p><a href="https://doordesk.net/projects/reddit/clean.html">Cleaning the data further</a> consists of:</p> <p><a href="https://old.doordesk.net/projects/reddit/clean.html">Cleaning the data further</a> consists of:</p>
<ul> <ul>
<li>Scaling numeric features between 0-1</li> <li>Scaling numeric features between 0-1</li>
<li>Converting '_' and '-' to whitespace</li> <li>Converting '_' and '-' to whitespace</li>
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> >
so I mainly used the forest. so I mainly used the forest.
</p> </p>
<p><a href="https://doordesk.net/projects/reddit/model.html">Notebook Here</a></p> <p><a href="https://old.doordesk.net/projects/reddit/model.html">Notebook Here</a></p>
<h3>Conclusion</h3> <h3>Conclusion</h3>
<p>Some Predictors from Top 25:</p> <p>Some Predictors from Top 25:</p>
<ul> <ul>

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dennis/static/projects/20221020-cartman.html
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</p> </p>
<p> <p>
You can download a Docker image if you'd like to run it on your own hardware for either You can download a Docker image if you'd like to run it on your own hardware for either
<a href="https://doordesk.net/files/chatbots_api_x86_64.tar.gz">x86_64</a> <a href="https://old.doordesk.net/files/chatbots_api_x86_64.tar.gz">x86_64</a>
or or
<a href="https://doordesk.net/files/chatbots_api_aarch64.tar.gz">aarch64</a>. <a href="https://old.doordesk.net/files/chatbots_api_aarch64.tar.gz">aarch64</a>.
</p> </p>
<p> <p>
More info <a href="https://github.com/adoyle0/cartman">here</a> as well as More info <a href="https://github.com/adoyle0/cartman">here</a> as well as