01

<h1 align=center>Learning to code the Science route in the age of ChatBots by Jeremy Ellis <a href="https://ca.linkedin.com/in/jeremy-ellis-4237a9bb">LinkedIn</a> or <a href="https://github.com/hpssjellis">github Profile </a></h1>

Lets call this <u><b></b></u>Ellis ChatBot Code Learning</b></u>


Basic concept: Instead of having the chatBot code for you have the chatBot teach you the next thing you need to know so that you can code and learn from the project.

Plan to graph the Bitcoin suppossed power-law and super-impose a angled decreasing wavelength siusoidal



<h1>Newer work after May 2025</h1>
<li><a href="a-btc-sin00-may-2025.html">a-btc-sin00-may-2025</a>   Best of the best Always the most stable</li>
<li><a href="a-btc-sin01-may-2025.html">a-btc-sin01-may-2025.html</a>    </li>
<li><a href="a-btc-sin02-may-2025.html">a-btc-sin02-may-2025.html</a>    </li>
<li><a href="a-btc-sin03-may-2025.html">a-btc-sin03-may-2025.html</a>  Starting to look good  </li>
<li><a href="a-btc-sin04-may-2025.html">a-btc-sin04-may-2025.html</a>    </li>
<li><a href="a-btc-sin05-may-2025.html">a-btc-sin05-may-2025.html</a>    </li>
<li><a href="a-btc-sin06-may-2025.html">a-btc-sin06-may-2025.html</a>    </li>
<li><a href="a-btc-sin07-may-2025.html">a-btc-sin07-may-2025.html</a>    </li>
<li><a href="a-btc-sin08-may-2025.html">a-btc-sin08-may-2025.html</a>  Some nice defaults  </li>
<li><a href="a-btc-sin09-may-2025.html">a-btc-sin09-may-2025.html</a>    </li>
<li><a href="a-btc-sin10-may-2025.html">a-btc-sin10-may-2025.html</a>    </li>
<li><a href="a-btc-sin11-may-2025.html">a-btc-sin11-may-2025.html</a>    </li>
<li><a href="a-btc-sin12-may-2025.html">a-btc-sin12-may-2025.html</a>    </li>
<li><a href="a-btc-sin13-may-2025.html">a-btc-sin13-may-2025.html</a>  New stable  </li>
<li><a href="a-btc-sin14-may-2025.html">a-btc-sin14-may-2025.html</a>    </li>
<li><a href="a-btc-sin15-may-2025.html">a-btc-sin15-may-2025.html</a>    </li>
<li><a href="a-btc-sin16-may-2025.html">a-btc-sin16-may-2025.html</a>    </li>
<li><a href="a-btc-sin17-may-2025.html">a-btc-sin17-may-2025.html</a>   tweak </li>
<li><a href="a-btc-sin18-may-2025.html">a-btc-sin18-may-2025.html</a>  New Stable  </li>
<li><a href="a-btc-sin19-may-2025.html">a-btc-sin19-may-2025.html</a>    </li>
<li><a href="a-btc-sin20-may-2025.html">a-btc-sin20-may-2025.html</a>  Starting to get wild  </li>
<li><a href="a-btc-sin21-may-2025.html">a-btc-sin21-may-2025.html</a>    </li>
<li><a href="a-btc-sin22-may-2025.html">a-btc-sin22-may-2025.html</a>    </li>
<li><a href="a-btc-sin23-may-2025.html">a-btc-sin23-may-2025.html</a>    </li>
<li><a href="a-btc-sin24-may-2025.html">a-btc-sin24-may-2025.html</a>    </li>
<li><a href="a-btc-sin25-may-2025.html">a-btc-sin25-may-2025.html</a>    </li>
<li><a href="a-btc-sin26-may-2025.html">a-btc-sin26-may-2025.html</a>  Concept change  </li>
<li><a href="a-btc-sin27-may-2025.html">a-btc-sin27-may-2025.html</a>    </li>
<li><a href="a-btc-sin28-may-2025.html">a-btc-sin28-may-2025.html</a>    </li>
<li><a href="a-btc-sin29-may-2025.html">a-btc-sin29-may-2025.html</a>  New Stable  </li>
<li><a href="a-btc-sin30-may-2025.html">a-btc-sin30-may-2025.html</a>  New Stable </li>
<li><a href="a-btc-sin31-may-2025.html">a-btc-sin31-may-2025.html</a>  Remove analysis buttons. They never worked  </li>
<li><a href="a-btc-sin32-may-2025.html">a-btc-sin32-may-2025.html</a>  BTC chart has issues  </li>
<br>
<li><a href="power-law01.html">power-law01.html</a>  BTC chart has x-axis issues  </li>
<li><a href="power-law02.html">power-law02.html</a>   </li>
<li><a href="power-law03.html">power-law03.html</a>    </li>
<li><a href="csv-to-javascript-array01.html">csv-to-javascript-array01.html</a> BTC  CSV to javascript 2D Array  </li>
<li><a href="csv-to-javascript-array02.html">csv-to-javascript-array02.html</a>  </li>
<li><a href="csv-to-javascript-array03.html">csv-to-javascript-array03.html</a>  </li>



<br>

<li><a href="a-btc-sin33-may-2025.html">a-btc-sin33-may-2025.html</a>    </li>
<li><a href="a-btc-sin34-may-2025.html">a-btc-sin34-may-2025.html</a>    </li>
<li><a href="a-btc-sin35-may-2025.html">a-btc-sin35-may-2025.html</a>    </li>
<li><a href="a-btc-sin36-may-2025.html">a-btc-sin36-may-2025.html</a>    </li>
<li><a href="a-btc-sin37-may-2025.html">a-btc-sin37-may-2025.html</a> Adding BTC back to 2011   </li>
<li><a href="a-btc-sin38-may-2025.html">a-btc-sin38-may-2025.html</a>    </li>
<li><a href="a-btc-sin39-may-2025.html">a-btc-sin39-may-2025.html</a>    </li>
<li><a href="a-btc-sin40-may-2025.html">a-btc-sin40-may-2025.html</a>  New Stable  </li>
<li><a href="a-btc-sin41-may-2025.html">a-btc-sin41-may-2025.html</a>    </li>
<li><a href="a-btc-sin42-may-2025.html">a-btc-sin42-may-2025.html</a>    </li>
<li><a href="a-btc-sin43-may-2025.html">a-btc-sin43-may-2025.html</a>  New Stable  </li>
<li><a href="a-btc-sin44-may-2025.html">a-btc-sin44-may-2025.html</a>    </li>
<li><a href="a-btc-sin45-may-2025.html">a-btc-sin45-may-2025.html</a>    </li>
<li><a href="a-btc-sin46-may-2025.html">a-btc-sin46-may-2025.html</a>    </li>
<li><a href="a-btc-sin47-may-2025.html">a-btc-sin47-may-2025.html</a>    </li>
<li><a href="a-btc-sin48-may-2025.html">a-btc-sin48-may-2025.html</a>    </li>
<li><a href="a-btc-sin49-may-2025.html">a-btc-sin49-may-2025.html</a>  New Stable June 4th, 2025  </li>
<li><a href="a-btc-sin50-may-2025.html">a-btc-sin50-may-2025.html</a>    </li>
<li><a href="a-btc-sin51-may-2025.html">a-btc-sin51-may-2025.html</a>    </li>
<li><a href="a-btc-sin52-may-2025.html">a-btc-sin52-may-2025.html</a>  New Stable with Optimize  </li>
<li><a href="a-btc-sin53-may-2025.html">a-btc-sin53-may-2025.html</a>    </li>
<li><a href="a-btc-sin54-may-2025.html">a-btc-sin54-may-2025.html</a>  New Stable  </li>
<li><a href="a-btc-sin55-may-2025.html">a-btc-sin55-may-2025.html</a>    </li>
<li><a href="a-btc-sin56-may-2025.html">a-btc-sin56-may-2025.html</a>    </li>
<li><a href="a-btc-sin57-may-2025.html">a-btc-sin57-may-2025.html</a>  New Stable  </li>
<li><a href="a-btc-sin58-may-2025.html">a-btc-sin58-may-2025.html</a>    </li>
<li><a href="a-btc-sin59-may-2025.html">a-btc-sin59-may-2025.html</a>    </li>
<li><a href="a-btc-sin60-may-2025.html">a-btc-sin60-may-2025.html</a> Interesting 5 waves   </li>



<br>
<li><a href="optimize01.html">optimize01.html</a> working on optimize model funciton  </li>
<li><a href="optimize02.html">optimize02.html</a>   </li>
<li><a href="optimize03.html">optimize03.html</a>   </li>
<li><a href="optimize04.html">optimize04.html</a>   </li>
<li><a href="optimize05.html">optimize05.html</a>   </li>
<li><a href="optimize06.html">optimize06.html</a>   </li>
<li><a href="optimize07.html">optimize07.html</a>   </li>
<li><a href="optimize08.html">optimize08.html</a>   </li>
<li><a href="optimize09.html">optimize09.html</a> Getting interesting!  </li>
<li><a href="optimize10.html">optimize10.html</a>   </li>
<li><a href="optimize11.html">optimize11.html</a>   </li>


<br>





<li><a href="a-btc-sin61-may-2025.html">a-btc-sin61-may-2025.html</a>    </li>
<li><a href="a-btc-sin62-may-2025.html">a-btc-sin62-may-2025.html</a>    </li>
<li><a href="a-btc-sin63-may-2025.html">a-btc-sin63-may-2025.html</a>    </li>
<li><a href="a-btc-sin64-may-2025.html">a-btc-sin64-may-2025.html</a>   </li>
<li><a href="a-btc-sin65-may-2025.html">a-btc-sin65-may-2025.html</a>  New Stable June 28 2025    </li>
<li><a href="a-btc-sin66-may-2025.html">a-btc-sin66-may-2025.html</a>  different wave defaults  </li>
<li><a href="a-btc-sin67-may-2025.html">a-btc-sin67-may-2025.html</a>    </li>
<li><a href="a-btc-sin68-may-2025.html">a-btc-sin68-may-2025.html</a>    </li>






------------------------------------------------------------------------


<h3>Older Early May 2025 Better LLM's at understanding the question</h3>

<li><a href="may12-2025-v00.html">may12-2025-v00.html</a> Always the best most stable version so far   </li>
<li><a href="may12-2025-v01.html">may12-2025-v01.html</a> ChatGPT example for a sinusoidal    </li>
<li><a href="may12-2025-v02.html">may12-2025-v02.html</a>    </li>
<li><a href="may12-2025-v03.html">may12-2025-v03.html</a>    </li>
<li><a href="may12-2025-v04.html">may12-2025-v04.html</a>    </li>
<li><a href="may12-2025-v05.html">may12-2025-v05.html</a>    </li>
<li><a href="may12-2025-v06.html">may12-2025-v06.html</a>    </li>
<li><a href="may12-2025-v07.html">may12-2025-v07.html</a>    </li>
<li><a href="may12-2025-v08.html">may12-2025-v08.html</a>  Starting t look interesting  </li>
<li><a href="may12-2025-v09.html">may12-2025-v09.html</a>    </li>
<li><a href="may12-2025-v10.html">may12-2025-v10.html</a>    </li>
<li><a href="may12-2025-v11.html">may12-2025-v11.html</a>   </li>
<li><a href="may12-2025-v12.html">may12-2025-v12.html</a>  stable  </li>
<li><a href="may12-2025-v13.html">may12-2025-v13.html</a>  trying to fit the curve  </li>
<li><a href="may12-2025-v14.html">may12-2025-v14.html</a>  </li>
<li><a href="may12-2025-v15.html">may12-2025-v15.html</a>    </li>
<li><a href="may12-2025-v16.html">may12-2025-v16.html</a>    </li>
<li><a href="may12-2025-v17.html">may12-2025-v17.html</a>    </li>
<li><a href="may12-2025-v18.html">may12-2025-v18.html</a>    </li>
<li><a href="may12-2025-v19.html">may12-2025-v19.html</a>  playing with the new gemini code preview  </li>
<li><a href="may12-2025-v20.html">may12-2025-v20.html</a>    </li>
<li><a href="may12-2025-v21.html">may12-2025-v21.html</a>    </li>
<li><a href="may12-2025-v22.html">may12-2025-v22.html</a>    </li>
<li><a href="may12-2025-v23.html">may12-2025-v23.html</a>    </li>
<li><a href="may12-2025-v24.html">may12-2025-v24.html</a>    </li>
<li><a href="may12-2025-v25.html">may12-2025-v25.html</a>    </li>
<li><a href="may12-2025-v26.html">may12-2025-v26.html</a>    </li>
<li><a href="may12-2025-v27a.html">may12-2025-v27a.html</a> gemini issues   </li>
<li><a href="may12-2025-v27b.html">may12-2025-v27b.html</a>   gemini issues </li>
<li><a href="may12-2025-v27c.html">may12-2025-v27c.html</a>  gemini issues  </li>
<li><a href="may12-2025-v28.html">may12-2025-v28.html</a>  Not bad. This is a starting point.  </li>
<li><a href="may12-2025-v29a.html">may12-2025-v29a.html</a>    </li>
<li><a href="may12-2025-v29b.html">may12-2025-v29b.html</a>    </li>
<li><a href="may12-2025-v29c.html">may12-2025-v29c.html</a>    </li>
<li><a href="may12-2025-v30.html">may12-2025-v30.html</a>    </li>







<h1>Newer work after Oct 2024</h1>




<h3>Learn Plotly sinusoidal graphs with data display and equation generation</h3>

<li><a href="sine01.html">sine01.html</a> ChatGPT example for a sinusoidal    </li>
<li><a href="sine02.html">sine02.html</a> ChatGPT simplifying the x axis   </li>
<li><a href="sine03.html">sine03.html</a> ChatGPT simplifying the x axis   </li>
<li><a href="sine04.html">sine04.html</a> ChatGPT simplifying the x axis   </li>
<li><a href="sine05.html">sine05.html</a> Works and starting to look interesting  </li>
<li><a href="sine06.html">sine06.html</a>     </li>
<li><a href="sine07.html">sine07.html</a>     </li>
<li><a href="sine08.html">sine08.html</a>  Getting interesting. Leaving the gradient descent for a bit while working on other things   </li>
<li><a href="sine09.html">sine09.html</a>  Try to convert x = days to graph as a date from Jan 1st 2009   </li>
<li><a href="sine10.html">sine10</a>   Getting interesting Gradient descent still not working, but the plot is better  </li>
<li><a href="sine11.html">sine11</a>     </li>
<li><a href="sine12.html">sine12</a>  Nice   </li>
<li><a href="sine13.html">sine13</a>   Trying to add Log axis  </li>
<li><a href="sine14.html">sine14</a>    broken </li>
<li><a href="sine15.html">sine15</a>   starting to get the log of datetime working  </li>
<li><a href="sine16.html">sine16</a>     </li>
<li><a href="sine17.html">sine17</a>     </li>
<li><a href="sine18.html">sine18</a>     </li>
<li><a href="sine19.html">sine19</a>     </li>
<li><a href="..">...</a>     </li>



<h1> graphs</h1>
<li><a href="gr01.html">gr01.html</a>     </li>
<li><a href="gr02.html">gr02.html</a>     </li>
<li><a href="gr03.html">gr03.html</a>     </li>
<li><a href="gr04.html">gr04.html</a>     </li>
<li><a href="gr05.html">gr05.html</a>     </li>
<li><a href="gr06big.html">gr06big.html</a>     </li>
<li><a href="gr06med.html">gr06med.html</a>     </li>
<li><a href="gr06small.html">gr06small.html</a>     </li>
<li><a href="..">...</a>     </li>
<li><a href="..">...</a>     </li>
<li><a href="..">...</a>     </li>
<li><a href="..">...</a>     </li>









<h1>Old work. Just exploring ideas</h1>

Log test<br>

<li><a href="logtest01.html">logtest01.html</a>   waste of time, learnt nothing.  </li>
<li><a href="logtest02.html">logtest02.html</a>     </li>
<li><a href="logtest03.html">logtest03.html</a>     </li>
<li><a href="logtest04.html">logtest04.html</a>     </li>
<li><a href="logtest05.html">logtest05.html</a>     </li>
<li><a href="logtest06.html">logtest06.html</a>     </li>
<li><a href="..">...</a>     </li>
<li><a href="..">...</a>     </li>
<li><a href="..">...</a>     </li>
<li><a href="..">...</a>     </li>


<h3>Learn Plotly  log-log graphs</h3>
<li><a href="log01.html">log01.html</a>  Shows a log-log graph  <a href="https://github.com/hpssjellis/chatbot-learn-to-code/blob/main/public/log01.html">Github Code</a> </li>
<li><a href="log02">log02</a>  Uses some log equation that suppossedly BTC folows.   </li>
<li><a href="..">...</a>     </li>
<li><a href="..">...</a>     </li>
<li><a href="..">...</a>     </li>
<li><a href="..">...</a>     </li>

<h3>July 29th, 2024. Trying to learn more about auto sinusoidal generators</h3>
<li><a href="fit01.html">fit01.html  attempt to fit a csv file to a sinusoidal set of equations - NOT WORKING</a>     </li>
<li><a href="fit02.html">fit02.html</a>     </li>
<li><a href="fit03-btc.html">fit03-btc.html with BTC historical data</a>     </li>
<li><a href="fit04-btc.html">fit04-btc.html </a>     </li>
<li><a href="fit05-btc.html">fit05-btc.html </a>   broken fit  </li>
<li><a href="fit06-btc.html">fit06-btc.html </a>     </li>
<li><a href="fit07-btc.html">fit07-btc.html </a>     </li>
<li><a href="fit08-btc.html">fit08-btc.html </a>     </li>
<li><a href="fit09-btc.html">fit09-btc.html </a>     </li>





<h3>  logsine  </h3>

<li><a href="logsine01.html">logsine01.html</a>  Not working   </li>
<li><a href="logsine02.html">logsine02.html</a>  ok   </li>
<li><a href="logsine03.html">logsine03.html</a>  ok y axis issue   </li>
<li><a href="logsine04.html">logsine04.html</a>  Cool   </li>
<li><a href="logsine05.html">logsine05.html</a>     </li>
<li><a href="..">...</a>     </li>




<h3> Co-pilot   </h3>

<li><a href="copilot-sine01.html">copilot-sine01.html</a>     </li>
<li><a href="copilot-sine02.html">copilot-sine02.html</a>     </li>
<li><a href="copilot-sine03.html">copilot-sine03.html</a>     </li>
<li><a href="copilot-sine04.html">copilot-sine04.html</a>     </li>
<li><a href="copilot-sine05.html">copilot-sine05.html</a>     </li>
<li><a href="..">...</a>     </li>


<h3>FFT</h3>


<li><a href="fft01.html">fft01.html</a>     </li>
<li><a href="fft02.html">fft02.html</a>     </li>
<li><a href="fft03.html">fft03.html</a>     </li>


<h3>  Strange stuff produced by a chatBot  </h3>

<li><a href="strange01.html">strange01.html</a> Shows an angled log-log sinusoidal that is strangely interesting    </li>

<li><a href="strange02.html">strange02.html</a> Shows an angled log-log sinusoidal that is strangely interesting    </li>

<li><a href="strange03.html">strange03.html</a> Shows an angled log-log sinusoidal that is strangely interesting    </li>




<li><a href="..">...</a>     </li>





<h3>  BTC histroy  </h3>

<li><a href="btc-history01.html">btc-history01.html</a>  BTC historical data   </li>
<li><a href="btc-history02.html">btc-history02.html</a>  BTC historical data   </li>
<li><a href="btc-history03.html">btc-history03.html</a>  BTC historical data   </li>
<li><a href="btc-history04.html">btc-history04.html</a>  with date range  </li>
<li><a href="btc-history05.html">btc-history05.html</a>     </li>
<li><a href="btc-history06.html">btc-history06.html</a>     </li>
<li><a href="btc-history07.html">btc-history07.html</a>     </li>
<li><a href="btc-history08.html">btc-history08.html</a>     </li>
<li><a href="btc-history09.html">btc-history09.html</a>     </li> starting to get interesting
<li><a href="btc-history10.html">btc-history10.html</a>     </li>
<li><a href="btc-history11.html">btc-history11.html</a>     </li>
<li><a href="btc-history12.html">btc-history12.html</a>     </li>
<li><a href="btc-history13.html">btc-history13.html</a>     </li>
<li><a href="btc-history14.html">btc-history14.html</a>     </li>
<li><a href="btc-history15.html">btc-history15.html</a>     </li>
<li><a href="..">...</a>     </li>