I have the following code: from sklearn.metrics import mean_absolute_error def score_model(model,xt=X_train,yt=y_train,xv=X_valid,yv=y_valid):  model.fit(xt,yt)  pred=model.predict(xv)  mae=mean_absolute_error(pred,yv)  return(round(mae,0))  li=[] for i in range(0,len(models)):  li.append(score_model(models[i]))  print(&quot;For model:&quot;,i+1,&quot;MAE is:&quot;,score_model(models[i]))  the output is:  For model: 1 MAE is: 24015.0  For model: 2 MAE is: 23741.0  For model: 3 MAE is: 23529.0  For model: 4 MAE is: 23997.0  For model: 5 MAE is: 23707.0  Now I'd like to highlight specific parts of the output (the least error for example). How could i'd do that using termcolor or any other library? thanks,
How can I output colored text to the terminal in Python?
Possible arguments:  Pro   For brevity for trivial deductions   Contra   Looks like the writer could not be bothered to write an extensive explanation Definition of what is trivial to which reader and what not How to manage a redirect request after a jQuery Ajax call I'm using $.post() to call a servlet using Ajax and then using the resulting HTML fragment to replace a div element in the user's current page. However, if the session times out, the server sends a redirect directive to send the user to the login page. In this case, jQuery is replacing the div element with the contents of the login page, forcing the user's eyes to witness a rare scene indeed.   How can I manage a redirect directive from an Ajax call with jQuery 1.2.6? I just bought a controller because I am tired of not to being able to do any tricks with keyboard controls. The problem is I am can't configure controls as FIFA 13 PC version  doesn't consider a controller in their settings.  Does anyone know how to do this? Proof that a sequence is convergent I'm asked to prove the convergence of the sequence $$X_n=\left(1+\frac12\right)\left(1+\frac14\right)\left(1+\frac18\right)\cdots\left(1+\frac{1}{2^n}\right)$$   I proved that it is increasing through the ratio test and then I want to prove that it is bounded.  My question is the following : is it enough to say that $X_n&lt;\left(\frac32\right)^n$ for $n&gt;1$ or not ? Namely, can we say that a sequence is bounded if $\forall$  $n$ ,  $\exists$ a $N$ such that $X_n&lt;N$ or do I have to find a N such that $\forall$  $n$ , $X_n&lt;N$?  In other words, can a bound depend on $n$ ?  Thanks for your help. Solve the integral $\int_0^\infty x/(x^3+1) dx$ I'm new here!  The problem: integrate from zero to infinity x over the quantity x cubed plus one dx. I checked on wolfram alpha and the answer is that the indefinite integral is this:  $$\int \frac{x}{1+x^3} dx = \frac{1}{6}\left(\log(x^2-x+1)-2 \log(x+1)+2 \sqrt{3} \arctan((2 x-1)/\sqrt{3})\right)+\text{constant}$$  and the definite integral is this:  $$\int_0^\infty \frac{x}{1+x^3} dx = \frac{2 \pi}{3 \sqrt{3}}\approx 1.2092$$  I am trying to figure out all the steps in between. I see that there are logs, which are equivalent to the ln variant that i am more familiar with, which means it was integrating $1/x$ at some point; I also see an inverse tangent in there.  I started with long division to simplify and I got (which could be wrong because I am very tired right now) $x/(x^3+1) = x^2+ 1/(x^3+1)$ which seems to be a step in the right direction. Wolfram Alpha thinks I definitely did that step wrong. The two equations do not evaluate as equal.  Then I cheated and took the wolfram alpha factorization of $(x^3+1) = (x+1)(x^2-x+1)$...I probably should have known that but didn't offhand. Now it is looking like $x^2$ plus the partial fraction decomposition $1/(x^3+1) = A/(x+1)+(Bx+C)/(x^2-x+1)$. Am I heading in the right direction with this? At this point do I just plug in and crunch? How to login to gamecenter at PewDiePie's Tuber Simulator? How do I login to the Gamecenter on PewDiePie's Tuber Simulator, if you have not done it when they asked? Find the supremum of the following set Find the supremum of the following set:  $$A:=\left\{{(n-1)\over(2n+3)} : n \in\mathbb{N}\right\}$$  So I have as my answer that $\sup(A) = \frac12$ but need to justify. We were taught to justify in two steps, first show our answer is an upper bound for the set then show it is a least upper bound.   For step $1$: if $a$ is a member of $A$ then $a = (n-1)/(2n+3)$ for some natural number $n$ and $\frac{n-1}{2n+3} \leq \frac{n}{2n} = \frac12$ so $\frac12$ is an upper bound for the set  Step 2 is where I am uncertain. I think I need to show that for any $y&lt;\frac12$ there exists a member of the set between $y$ and $\frac12$ but not sure how to do this. Thanks for all the answers so far! Why is a ConcurrentModificationException thrown and how to debug it Where can I send feature requests? Both for Ubuntu as a whole and individual (supported) apps? How to integrate $\int x^2 \sin^2(x)dx$ I don't know how to integrate $\int x^2\sin^2(x)\,\mathrm dx$. I know that I should do it by parts, where I have  $$ u=x^2\quad  v'=\sin^2x \\  u'=2x \quad v={-\sin x\cos x+x\over 2}$$  and now I have  $$ \int x^2\sin^2(x)\,\mathrm dx = {-\sin x\cos x+x\over 2} x^2 - \int 2x{-\sin x\cos x+x\over 2}\,\mathrm dx\\ ={-\sin x\cos x+x\over 2} x^2 - \int x(-\sin x\cos x+x)\,\mathrm dx\\  $$  so I have to calculate $$ \int x(-\sin x\cos x+x)\,\mathrm dx=-\int x\sin x\cos x\,\mathrm dx+\int x^2\,\mathrm dx$$  I know that $\int x^2\,\mathrm dx = {1 \over 3}x^3+C$ but I don't know what should I do with $$\int x\sin x\cos x \,\mathrm dx$$ Should i use parts again or what? Please help. What is the fastest way to parse & split XML content with huge file size (800MB UP) into several xml files in Java enclosing a lstlisting environment inside my own environment using matlab-prettifier I've just started using matlab-prettifier.    Since the line \begin{lstlisting}[style=Matlab-editor] is a lot to type, I created my own environment:  \newenvironment{myMP}      {\begin{samepage}\begin{lstlisting}[style=Matlab-editor]}      {\end{lstlisting}\end{samepage}}   I've used this syntax many times before, but in this case it doesn't work.  Is there any reason why I can't enclose the lstlisting inside my own one?  Here's sample code, illustrating the problem.  \documentclass{minimal} \usepackage[framed]{matlab-prettifier}%For matlab code \newenvironment{myMP}      {\begin{samepage} \begin{lstlisting}[style=Matlab-editor]}      {\end{lstlisting} \end{samepage}} \begin{document} \begin{myMP} matlab word \end{myMP} \end{document}   When I run this with pdflatex it returns a *, indicating that the environment wasn't closed properly.  Thanks! Find the sum $\sum_{n=1}^{\infty} \frac{\ln n}{n(n- \ln n)}$ Find the following sum : $\sum_{n=1}^{\infty} \frac{\ln n }{n(n- \ln n)}$  I couldn't find any way to solve.   I just want a hint, how to initiate? Clone Method not working I am trying to Clone a lead when certain condition is arrived using before trigger but i am not able to see cloned record.   for( Lead ld : Trigger.new ) {                          if(ld.Integration_Source__c == 'Hubspot' &amp;&amp; Trigger.isUpdate){         Lead LeadBeforeUpd = Trigger.oldMap.get( ld.Id );         if(ld.Program__c != LeadBeforeUpd.Program__c ){            Lead ClonedLead = new Lead();            ClonedLead = LeadBeforeUpd.clone(false, false, false, false);         }     }  } What happens if a Rainbow Servant takes levels in Mystic Theurge? When a Rainbow Servant hits level 10 they gain access to all nondomain Cleric spells. All spells that do not appear on any other spell list they have are cast as Divine spells. This means that, if they have the skills and have learned 2nd level spells, they qualify for the Mystic Theurge Prestige Class.  But what happens when you actually start to take levels in it? The text says:     When a new mystic theurge level is gained, the character gains new spells per day as if he had also gained a level in any one arcane spellcasting class he belonged to before he added the prestige class and any one divine spellcasting class he belonged to previously.   What it does not say however, here or elsewhere, that these classes have to be different classes. Do you get one level in Wizard/Warmage/whaever for being an Arcane caster, then ANOTHER level for being a Divine caster as well? The text for the Rainbow Servant says the following:     Such spells are cast as divine spells if they don’t appear on the sorcerer/wizard or bard spell lists.   So it comes down to these questions:   Does being able to cast Divine spells qualify you as a Divine Caster, or is there more to it than that? If it is, what happens when you take levels in Mystic Theurge like this? Do you go up one level or two? What happens if this means you go over 20th caster level? Do you keep gaining spell slots like a level 20+ character, or does something else happen? How to choose input method on Kubuntu 18.04? Using article "the" with famous places? I'm editing a children's book about wonders of the World. In this book, the authors are not native speakers(they are XACT BOOK(India)), and they wrote these specific places without article "the":     -It is Taj Mahal.      -It is Tower of Pisa.   At first, I thought it's okay, but there are some pages has article "the":     -It is the Great Pyramid of Giza.      -It is the Temple of Artemis.   These sentences really make me confused. After researching, this website- - gives me some advice:     Do use the before:           names of rivers, oceans, and seas: the Nile, the Pacific          points on the globe: the Equator, the North Pole          geographical areas: the Middle East, the West     deserts, forests, gulfs, and peninsulas: the Sahara, the Persian Gulf, the Black Forest, the Iberian Peninsula      Unfortunately, I'm still not sure that adding "the" before each wonder's name is a right choice. Should I add article "the" or not? I already posted this problem in , but I'm still in vain. What would happen if every person in the world gathered at a minimum possible area and jumped all at once? Would that have any effect on Earth? Smileys in LaTeX I would like to include smileys in my LaTeX document. Is there any package with lots of different smileys?  In mnsymbol and wasysym, I found some general symbols:  \documentclass{article} \usepackage{MnSymbol,wasysym} \begin{document} wasysym: \smiley{} \frownie{} \blacksmiley{}  MnSymbol: \(\smile{} \frown{}\) \end{document}     But I do not like the output. Actually, I am looking for smileys which look like "default smiles" in Google Talk, MSN, ... ;) &lt;- this one is my favourite. ;) Subdomain versus subdirectory