<div dir="ltr"><div>Not GA, but <a href="https://gplearn.readthedocs.io/en/stable/">gplearn</a> is an estimator that wraps genetic programming in a (mostly) scikit-learn compatible API. <a href="http://epistasislab.github.io/tpot/">TPOT</a> is another package that might be what you're looking for? More details on what you are doing would help point you in the right direction.</div></div><br><div class="gmail_quote"><div dir="ltr" class="gmail_attr">On Sun, Oct 30, 2022 at 11:19 PM Thomas Evangelidis <<a href="mailto:tevang3@gmail.com">tevang3@gmail.com</a>> wrote:<br></div><blockquote class="gmail_quote" style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex"><div dir="ltr"><div class="gmail_default" style="font-size:large;color:rgb(0,0,0)">Hi,</div><div class="gmail_default" style="font-size:large;color:rgb(0,0,0)"><br></div><div class="gmail_default" style="font-size:large;color:rgb(0,0,0)">I am not aware of any *official* scikit-learn implementation of a genetic algorithm. I program my own with DEAP, which is quite versatile:</div><div class="gmail_default" style="font-size:large;color:rgb(0,0,0)"><br></div><div class="gmail_default" style="font-size:large;color:rgb(0,0,0)"><a href="https://deap.readthedocs.io/en/master/" target="_blank">https://deap.readthedocs.io/en/master/</a></div><div class="gmail_default" style="font-size:large;color:rgb(0,0,0)"><br></div><div style="font-size:large;color:rgb(0,0,0)" class="gmail_default">~Thomas</div><div style="font-size:large;color:rgb(0,0,0)" class="gmail_default"></div><br><div class="gmail_quote"><div dir="ltr" class="gmail_attr">On Sun, 30 Oct 2022 at 12:19, Ellarizza Fredeluces via scikit-learn <<a href="mailto:scikit-learn@python.org" target="_blank">scikit-learn@python.org</a>> wrote:<br></div><blockquote class="gmail_quote" style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex"><div dir="ltr"><div dir="ltr">Dear Scikit-Learn developers, <div><br></div><div>First of all, thank you for your brilliant work.</div><div>I would like to ask if a genetic algorithm is available in scikit-learn.</div><div>I tried to search, but I only found this <a href="https://pypi.org/project/sklearn-genetic/#:~:text=sklearn-genetic%20is%20a%20genetic,optimal%20values%20of%20a%20function." target="_blank">one</a>. I also checked your website but </div><div>there seems to be no genetic algorithm yet.</div><div><br></div><div>Your reply will be highly appreciated. Thank you again.</div><div><br></div><div>Sincerely,</div><div>Ella </div></div></div>
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<p style="margin-bottom:0cm" align="LEFT"><span style="color:rgb(0,0,0)"><span style="font-family:arial,helvetica,sans-serif"><font size="2">======================================================================</font></span></span></p>
<p style="margin-bottom:0cm" align="LEFT"><span style="color:rgb(0,0,0)"><span style="font-family:arial,helvetica,sans-serif"><font size="2">Dr. Thomas Evangelidis</font></span></span></p><p style="margin-bottom:0cm" align="LEFT"><span style="color:rgb(0,0,0);font-family:arial,helvetica,sans-serif;font-size:small">Research Scientist</span></p><p style="margin-bottom:0cm" align="LEFT"><span style="color:rgb(0,0,0);font-family:arial,helvetica,sans-serif;font-size:small"><a href="https://www.uochb.cz/web/structure/31.html?lang=en" target="_blank">IOCB - Institute of Organic Chemistry and Biochemistry of the Czech Academy of Sciences</a>, </span><span style="color:rgb(0,0,0);font-family:arial,helvetica,sans-serif">Prague, Czech Republic</span></p><font size="2"><div><font face="arial, helvetica, sans-serif" color="#000000"><div> & </div></font></div><font face="arial, helvetica, sans-serif" color="#000000"><a href="https://www.ceitec.eu/" target="_blank">CEITEC - Central European Institute of Technology</a>, </font><font face="arial, helvetica, sans-serif" color="#000000">Brno, Czech Republic </font></font></div><div><font size="2"><font face="arial, helvetica, sans-serif" color="#000000"><br></font></font></div><div dir="ltr"><p style="margin-bottom:0cm" align="LEFT"><span style="color:rgb(0,0,0)"><span style="font-family:arial,helvetica,sans-serif"><font size="2">email: </font></span></span><a href="mailto:tevang3@gmail.com" style="font-size:small;font-family:arial,helvetica,sans-serif" target="_blank">tevang3@gmail.com</a>, Twitter: <a href="https://twitter.com/tevangelidis" target="_blank">tevangelidis</a>, LinkedIn: <a href="https://www.linkedin.com/in/thomas-evangelidis-495b45125/" target="_blank">Thomas Evangelidis</a></p><p style="margin-bottom:0cm" align="LEFT"><span style="color:rgb(0,0,0)"><span style="font-family:arial,helvetica,sans-serif"><font size="2">website:
<a href="https://sites.google.com/site/thomasevangelidishomepage/" target="_blank">https://sites.google.com/site/thomasevangelidishomepage/</a></font></span></span></p><span style="color:rgb(0,0,0)"><br><br><br></span><p style="margin-bottom:0cm" align="LEFT">
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