 It will start developing in a second, we're currently on this EG noise removal thing Just in the project itself move it up The top Just so it's clear What was updated last these changes of the not in production yet Yes, that's the old thing that we had we had some videos on it, but unfortunately it doesn't work anymore That's why we are redoing this It used to be lab view now it's Python NumPy, SciPy, Pandas And kind of yeah, it looks same same but different. This is what it currently That's gonna be what this is what it's gonna look like Hopefully we can publish it today so you can Have something to play with Yeah, just quickly checking this is a bit weird, but Yeah, this toggle button is nice levels Right, you can barely see It's a fact. So yeah, if it's level Be able to go all the way down to zero Yes, that's the original signal at the noisy one next to it There's a kind of natural DC In it So when you hit the training they're almost overlaid one top on our Yeah, you kind of see the noisy there at the back Some of these wavelets will be doing more than others. Yeah, there's not really much difference between them These two things don't work. I get a 400 error at the server We'll have to fix that probably I have to describe properly make a prompt proper prompt So we can actually fix it. Let's start Populating Yeah, let's start With the HTML file oops It's the same Well, right, that's there. No, it's okay. Close that So I have the html popped into chpd And we have that line That was working quite successful this no, where's it? Yeah, confirm reading the code to not generate anything else This bit is handy Because normally it should respond with I've read the HTML code you provided It appears to be a web page for visualizing EEG electroencephogram data with various controls for data processing and visualization That's right. So thanks for confirming that Then next Let's pop in the JavaScript The same prompt We're just reading not generating anything else. I've read the code. That's great It's kind of it feels like it is important in what the order This is done and let's do CSS as well Confirm reading don't generate anything else. I've read and Understood okay, it's giving itself a human like properties It's a bit odd, but whatever works and The last snippet of code Is the Python last application So this which now In a switch this work the number of levels It's going all the way to zero Alt is five That's okay Let's start something simple change the trend toggle switch 24 years. Yes See if it understands the context It does It's not very helpful because you can't copy the code when you have before and after We have the trend and html Do we it's actually called the trend toggle. It's already a toggle. We're replacing the whole thing Yes, so Now doesn't have the label What else in the last code you provide you're already reading that the trend primes are from the request Which will be true if the checkbox now double switch is checked and will be missing if it's not checked That's we're actually checking for Ready for it is the trend toggle not the trend Actually, it is the trend. I wasn't even working at all if the it was the trend Yes, that's the same This means no change is required in the back end code since you're already handling it correctly Note ensure that the CSS code for the toggle switch, which you previously provided is included in the index HTML file or any link star sheets so the toggle switch will be styled correctly Okay, now the only problem It's not actually working. I guess because of the name This name used in JavaScript. It should be just the trend is it? that's Working yeah, just leave it as this we just need to label a checkbox the trend switch I have another switch Spend where the noise Those top there have Trends name, right that's working fine, right we wanted to later will rearrange the whole And the whole thing Let's see look Look can be changed to a button to like that drop-downs Now that can stay as these Yeah, we're ready if everything is working we can Publish this whichever we let know which thing are ready to publish I would say Yes, if everything Is functioning? There's still a problem that you replace the chair. Let's go through this for a sec Effect of the nothing is not very clear, but it's there, but not very clear. Okay. That's the just the way it is Act of Clear can all spin buttons be replaced by Spin buttons Replace by sliders checkboxes replaced by toggle switches All right, we are about this one Let's pop this in and so we want to Make sure signal to noise ratio SNR and mean square error Showing actual values To show the signal to noise ratio SNR and mean square error MSE the eG data you need to calculate and return these values from the back end and then display them in the front end Yes, I'll do it Modify that get underscore data route to calculate and return the SNR and MSE values Okay, we're using from SK learn metrics import mean underscore squared under square error Okay It's fine. I'm github cobalt works. It's a story is imported mean square error And from math it's trying to import square root. Well, we don't really need it do we? Okay, now get that What's this thing called? Oh This and what will be called from the client side to get that Okay Rest of the code is like my shirt Do I have anything SNR? At the moment, no So at the end of this function which getting ridiculously long so suspect later will be really hard to troubleshoot if there are any problems We're doing this be it Hash SNR calculation signal underscore power equals MP mean original underscore Egan disco data asterisk asterisk to no is underscore Egan disco data Egan disco data asterisk asterisk to SNR equals 10 asterisk and Hash MSE calculation MSE equals mean underscore squared underscore error original underscore Egan disco data egan disco data hash prepare the response response underscore data equals roar underscore signals original underscore signal the noise underscore signal spectrums spectrums snr snr mse mse right so we have to didn't tell us but we need to replace it we don't need this one anymore snr square root is it okay and the eg data is the filtered eg it should be legit oh yes that's mean square error let's get it's not getting much information can a scope pilot explain this using sk learn metrics to input arrays original and the filtered one the mean square error is a measure of the average of the squares of the errors that is the average square difference between the estimated values and the actual values yeah could be a better explanation we might later get the chgpt to explain it in a better way so let's see if it's actually works or not we need also to change the front end well in the front end we already have the metric there and we need to make sure it's actually taking snr mse snr yes msc yes the capital wait it's not called the snr output is it doing it in a different way why can html spend ideas on our value why is it different to the id mc okay in the so in JavaScript make sure we have it have some snr yeah they call this an output no why not just call it snr everywhere snr output get determined by the this will so not work okay getting an error and script not found something not found yeah it's not even showing the error it's the name of this thing isn't it okay so in python it's called snr response data just fire response data then where do we get the raw signals okay so it should be just data raw signals a spectrum should be the same data spectrum as an output section not being used okay what went wrong to the small places shell scrolls using i'm not using jQuery why are you seeing i'm using jQuery using element by id yes that's right you are correct i'm not using jQuery just using vanilla whatever you call vanilla javascript okay why do we need to do this anyway it's inside when data gets what's happening after when data you know confused get showing me the values get html let's have an it let me see output there that's the same why am i not seeing the text get rid of that for a sec comment it all out right we have the numbers and our main thing is how to make sure everything fits the one screen where that noise is all by default yeah that's the color bit yeah we haven't broken the inputs into three parts yet and we need all this make sure fits into the screen actually do it or is too much to ask to ensure all content fits within the screen and provides a comfortable user experience instead of the following approaches responsive design use a responsive framework like bootstrap or apply media queries to ensure elementary size or reorganize based on screen size viewport set the viewport in the less than head greater than your html to make sure your website scales correctly on all devices uh yes i already have that overflow control use the css properties overflow x hidden and overflow y what how to prevent horizontal scrolling and enable vertical scrolling if the content overflows the viewport flexible grids use flexible grids that are just based on the viewport size this can be achieved with percentages or modern css like flexbox and css grid font size adjustments ensure text is legible on all screen sizes you can use relative units like m rem or viewport units vw vh yeah the other thing and make sure look like outputs i need to give me like specific suggestion yeah i don't know what's the regular screen size but still doesn't fit so it's okay for the text to be below but the everything else idea will be fit into one screen and if it's not big enough to adjust the size of the charts can you do that also can be displayed side by side let's do it again just grab the whole panel pop it into how to improve a show all inputs and outputs it into the screen you have to understand that the text can be below the provided image showcases a user interface ui with controls at the top a waveform graph in the middle and a frequency spectrum graph at the bottom to improve the layout and ensure that all elements fit comfortably within the screen consider the following suggestions reduce padding margins the space between the ui elements especially at the top can be reduced to provide more room for content i don't know i think that's okay group related controls together in distinct sections for instance wavered denoise dobaches and levels can be grouped under waver settings panel and that's interestingly but the that's only grouping the controls similarly channel number window size the trend filter order whole spectrum frequency scale and scroll can be grouped under another panel like signal settings and we actually had a prompt for that break the panel into three parts while we let get it scale this drop down menus if the number of options within a category grows consider using drop down menus this is especially useful for selections like dobaches one if more wavered types are added yes we're already doing that vertical alignment instead of a horizontal layout for controls instead of stacking some controls vertically to use vertical space more efficiently especially if the screens width is limited yeah we generally want to have like an adaptive adaptive layout and use adaptive layout yeah that's right adjust the height of the graphs based on their importance if the frequency spectrum graph is secondary to the waveform graph it can be displayed with a smaller height if the screen is wide enough the e g signal in the time domain and the frequency domain should be side by side that's right how did you know that's i'm gonna going to say that responsive design let's continue this response from GPT-4 responsive design ensure that the UI adjusts itself based on the screen size this is crucial for users with smaller screens or when the application is accessed on tablets or mobile devices don't understand do i have to do it like manual or can i just tell it like everything be adaptive and that's it why do i need to check the size of the screen or device tabs if certain settings or views are not always needed consider using tabs to switch between different views or settings panels this can help declutter the main view yes but also minimize user borders while borders help define boundaries over using them can create a cluttered look consider using subtle shadows or changes in background color to differentiate sections okay now it starts giving some generic stuff ensure that primary controls or information like the graphs are more prominent while secondary controls can be less emphasized this can be achieved through size color or typography opt for modern UI components modern sliders toggles and buttons can be more compact and visually appealing helping to enhance the overall aesthetics while saving space that's a good bit of steam while this one is for you feedback and testing lastly collect feedback from actual users they can provide insights on which controls they use most often what information they need to see most prominently and which elements can be minimized or brewed together this is exactly why i need your help remember while optimizing space it's essential to maintain clarity and ease of use it's a balance between aesthetics functionality and user experience feels like it forgot the actual code was it not generating any code because i told it not to kill it to all four specific code suggestions yay signal to noise ratio s n r and mean swear error m s e and outputs designate specific areas on the ui where these values will be displayed prominently you might consider using read only input boxes or labels with a different background color or a border to differentiate them as output values okay like that and nothing have changed output box nothing i have an output box do i yeah i'll change the colors later all right we don't see the difference because s n r output is suggesting to do this instead okay let's see the box there are no values in it what am i doing wrong eh let's do f 12 here control shift c strut will shoot it straight from the browser okay what is the text where is the what's the color coming from okay i don't know what's going on i don't see the numbers check the html read only the view is okay but when the whole thief can be an output box let's look better but unfortunately i do not see the numbers okay let's move on use css flexbox or read to create flexible layouts to adapt to screen size right so it's container css and we already have it no now the our question is we have a secondary css and this one does have a container display flex flex wrap wrap yeah so we can't really do it because we already have a container features in the styling of the whole project so we want changing it here you want the ee g signal in the time domain and the frequency domain to appear side by side on wider screens you can use a media query to achieve this and write somebody fault stack the charts vertically or mobile devices yeah let's try that this should be definitely wider and it didn't work oops to do the whole no the chart is there okay let's do the whole thing just in case that's the problem okay it doesn't work obviously and what am i doing wrong do we even have to shut in a html no we do not they call plot container right because we need this assuming you're using a charting library you would add the chart containers in your html and use the above css to stall them and no that's not what i use i use this you should have all the previous godom which are why giving a general responses given the provided html snippet and the requirements you mentioned earlier you can modify and style the plots to fit responsively side by side on wider screens and stack on top of each other on narrow screens here's a suggested approach right so instead of yeah we're using plot container asterisk by default set the plots to take the full width for narrow screens asterisk asterisk to find a media query to style for wider screens asterisk yeah right pretty sure we're doing it instead of that okay so in smaller screens it'll be like the larger screens it'll be plotted side by side which is nice because we have everything feeding in and nicely let's see how it looks like on a mobile what iphone 12 pro no don't have money for that so we won't be testing on it as well says samsung galaxy a not sure which size i have i can just check on multiple ones there's no i'm just trying to make sure it's not a tablet or anything but yes yeah what just happened uh yeah on mobile doesn't fit really well on larger screen it will appear like this side by side so it should fit a fit into our screen yeah this takes too much space doesn't it switch that right so it does look much better the errors we're having yeah that will be sorted in production and the problem with smaller screen yeah don't like it takes too much space you can remove e g here just so it takes a bit less space yeah those still don't really look like outputs the provided html is well structured but to ensure our css works correctly ensure the plots are within a parent container which will help in managing the layout more okay do i i'm just so ready html wrap up no stopping us why do i need it the clear both style in the last day of ensures that any content below the plots will not wrap around them this is a traditional method used after floating elements what's that the clear both style in the last day of ensures that any content below the plots will not wrap around them this is a traditional method used after after floating elements. I don't know what does it mean but I can try it out. When the browser screen width is greater than 1024px, as specified in the media query, the two plots will be displayed side by side. For narrow screens, the plots will stack on top of each other. Adjust the 1024px threshold as needed based on your design requirements. Okay, if you say so, I'll keep that number, because I don't have any better ideas, but what's up with... so we do have a plot container. Yeah, we don't have those status, MIT, so that's the same. We don't have any clearing anywhere, do we? No. We have those two plot containers. Replace the whole thing. This, that as well. Yeah, this one's still not working. So yes, there's always more room for improvement. Yeah, let's assume the windows has got the changing. Yeah, I don't know what to do on a smaller windows size, it just doesn't fit. Yes, something will have to go. Labels could go. Yeah, that one we had. Leave it for now. It's working okay. Yeah, just last thing, those things still. Let's try this again. Hopefully it doesn't get upset with me, because I'm asking the same thing over and over again. I'm trying those two outputs to actually look like outputs. Let's see. Yes, let's change okay. Wait, the trending should be on by default. The trend on by default. Let's fix the previous thing. Yeah, one of those two outputs actually look like outputs. HTML, just two outputs is now and CSS. Let's check SNR. Right, so it just looks like that. Let's keep them off for now. Yeah, so those ones, where are the values? The values, the values are not there. The problem is that this SNR is not showing any values. That's the old one. Yeah, the new one looks more like an output than where are the values. Yeah, just not there. That's it. The less than output greater than tag represents the result of a calculation that is semantically appropriate here. Pairing each with a less than label greater than ensures clarity. What span ID, so we have the text output ID. It's not being shown yet. Don't like all this fluff. Okay, maybe I did it. Yeah, where the numbers it is doing. I'm not knowing the actual values. The values are there. What's going on? To ensure that the signal to noise ratio SNR and mean square error MSE outputs do not show their actual values by default or until a particular action is performed. You can set the default values to a placeholder like or any other string indicating that the value is not available or not calculated yet. This way, users know the values are pending or not available. The values are there. Not sure what the problem is. When you fetch or calculate the actual values for SNR and MSE, you can update the outputs. However, until then, they'll show until the updates run show function is called with actual values, the outputs will continue to display. This ensures that the placeholders are shown until you're ready to display the real values. Yeah, but that's not going to solve the problem. Okay, can you regenerate it? I don't like this response. Why would you do that? Why would I do that? What did I say? My mistake. Make sure are showing the actual values. Sort of that. Yeah, now the values let's try again. So this one is working. Okay, however, is not showing the actual values. Okay, back down to these little things. The less than output greater than tag is designed to display the result of a calculation that you may need to set its value using JavaScript. If you have previously been using inner HTML or text content with a less than span greater than tag, you have to adjust the method to work with the less than output greater than tag. When you update the values of SNR and MSE in your JavaScript code, you should be doing something similar too. With the less than output greater than tag, you need to adjust this too. The difference is in using value instead of text content or in HTML. If you prefer using a less than span greater than tag as it was working before, but want to keep the styling of the less than output greater than element, you can use a different tag like a less than div greater than or less than span greater than and style it to look like an output. Okay, so this work and no, does not start the output. It's still not showing the value. It works. Okay, this one doesn't work. It doesn't work as well. Troubleshooting check if those any CSS supplied to output container less than label greater than less than output greater than or styled output that could be hiding almost placing the content. You can do this using browser developer tools, e.g. inspect element in Chrome. And now there's nothing affecting this being awkward. Ensure that there's no JavaScript that's inadvertently targeting and changing these elements. You can add a temporary inline event listener to log any changes. Be sure it's not changing. Should the save span style the output. Right, so maybe it was changing or something. Oh, yay. Yeah, this should be an easy quick easy fix. That's working now, moving on a trend on by default. It's suggesting to change HTML. It's easy.