 It's working. So we have, hello, we need to finish this web application that we were doing. So we have those prompts that we used in the last couple of days. And long story short, they yielded a pretty decent last application that looks like this. Hopefully it works. Right. That looks like that. And yeah, I made some more improvements earlier today. When you have a large screen, it now will display the two charts, the role you just signal in the frequency spectrum side by side. When you have a narrow window like on the phone, it will display them top, top to bottom. That's a phone simulation. I don't know what happened there, but it should look like that. Not all of it fits the screen, which is a bit annoying. I'm mainly testing on desktop. So yeah, if you have any ideas how to improve this for a mobile phone, please do let me know. And obviously there's many more things that we can be doing levels. Am I getting an error? No. Yeah, this caption has taken a lot of space because there would be a lot of dead space underneath it. That's not cool. We do not have play functionality. So we can remove it from the HTML description. We can do it ourselves. We don't need GPT to help. And let's just search for play, play speed. Yeah, both. Yeah, this one here can go channel selector. Yes, we have channel selector, filter order, all spectrum toggle, frequency scale. That's all the cheat. Yeah, that's why you can get the data from IEG.org. And by the way, by data repos, IEG.org is not being mentioned. IEG.org, question mark, test this site. IEG.org is a website associated with the international epilepsy electrophysiology portal, IEG portal. The IEG portal is a platform that provides access to intracranial EEG, IEG data for epilepsy research. Researchers can use the platform to access and analyze EEG data from patients with epilepsy. It serves as a valuable resource for understanding the brain's electrical activity in individuals with epilepsy and for advancing research in the field of epilepsy treatment and diagnosis. Link is the cheat. Yeah. And yeah, I think anyone can log in and look at some data. They have online viewers as well. Let's get back to this. One thing when we're putting it as prompts into GPD, I want to show a make, we want to put this at the bottom, a configure reading the code and to not generate anything else. Yet we'll do the part the last CSS after HTML. Right, so we place that and start popping things into GPD. Hopefully it can make some more improvements for us. And then we'll have to deploy the thing where we can do it in under 40 minutes. What did it say? Yeah, that's right. And we have the JavaScript again confirmed reading to not generate any code. And last is a last copy cache. So hopefully after this it will appear on the Barker's website. Fingers crossed. Have to pray to the GPT codes. I've read through the provided JavaScript code. This script seems to handle the initialization and the vendors for various elements on a page related to visualizing EEG data. When the page content is loaded, the script initializes certain variables and references to DOM elements, checks if the site is in production or development to determine the endpoint URL for fetching data, defines a function fetch data and render that constructs a URL with certain parameters, fetches data from an endpoint, and uses plot data to render plots, sets up of endlessness on various control elements to trigger the fetch data and render function whenever their value changes. Yeah, we also loaded the flash application Python code. I've read through the provided flask application code. This script sets up a flask web application that initializes parts and constants related to the EEG data file. Loads a specific segment of the EEG data from a file into a pandas data frame provides utility functions for but with bandpass filtering. Serves an index HTML template when the root URL is accessed, provides an API endpoint, get underscore data which extracts parameters from the incoming gate request, processes the EEG data based on the provided parameters, performs weighted denoising and transforms if required, calculates the frequency spectrum for various EEG frequency bands, computes SNR, signal to noise ratio, and MSE, mean squared error between the original and processed signals, returns the processed data as JSON to the client. Do you have any specific questions or tasks you'd like assistance with regarding this code? I will, in a second, I like it to be pushed to the right because I want the scroll label to be on its left all the time. Okay, that's working okay so far. It's a reminder this file is a seizure net and so if you place it, the window size is around 50 and scroll through the seizure if you can have a more detailed scroll. The problem with that is that the window is adjusting, the amplitude is automatically adjusting. So it's hard to tell where the seizure is. Right, the trend went to be on by default. Sure, we had a prompt for that, which is pretty simple. Just saying trend on by default should be a quick fix. Why is it giving me many different options? To have the trend option enabled by default, you should modify the default value in that, get underscore data root where the trend parameter is fetched. Currently, the default value for the trend is set to false if it's not provided in a request. What? By making this modification, if the trend parameter is not provided in a request, it will default to true when the data will be de-trended. Okay, why is that not working? Because it is provided. Yeah, we just changed it in the html instead. If you want the front end to also have the de-trend checkbox checked by default, you need to adjust the relevant html input element not provided in the code snippets you've shown so far. Now the checked attribute by default. I'm pretty sure I have it. I did the trend. I did provide it to you. Can I just do this? Right, now it's on by default, which is much better about all spectrum option. It should be turned into Togo switch Yeah, this should be a simple fix as well. Surely, chgpt4 can handle it. To convert the whole spectrum option into a Togo switch, you need to make changes in both the front end, html and JavaScript, and back end, Flaskroot, parts of your code. It's almost as if it didn't read the files that I uploaded. I already provided a separate CSS. Did you read it? Okay, let's read this. I apologize for the oversight. You're right. I missed the details about the CSS you provided earlier. Given that let's integrate the whole spectrum Togo switch using your existing Okay, all mixed up a bit, aren't you? Where's the whole spectrum? It's calling the whole spectrum yet. All spectrum, pop it in here. Okay, I don't see it because we need to change back to Togo checkbox, windows switch, dtrend, class switch, type checkbox. You should have a slider. Why doesn't it have a slider? All the same pattern, whole spectrum, yes, span, whole spectrum. Right, this is more like it. It's called the same thing, is it? Spectrum IT, those are the same things. Right, it's actually working. That's great. I break the inputs into three parts, general should include the channel number, window size, scroll, window size, and scroll. Then we have wavelet related stuff and discrete wavelet transform levels. This wavelet thing doesn't seem to have a title or label. Right, so it has labels, a, v, v in the drop down menu. Right, wavelet type, is this thing? You can place it, a wavelet type, you can get rid of that, right back to the inputs, separated into three parts, general channel number. A window size is one, we have the scroll, then wavelet related stuff is wavelet in noise, discrete wavelet transform, built up order is only related to this spectrum. And obviously a whole spectrum is related to spectrum, frequencies, KL is related to spectrum, that's right. Given the categorization of your inputs into three sections, you can organize them in the front end by using HTML less than div greater than tags or fieldsets for a more semantic approach. I'll provide an example using less than fieldset greater than as it's better suited for grouping form elements. Okay, but we did change the HTML, and let's do it again. Why did you generate it? Did you not generate anything else? But I've read through the provided code. This appears to be an HTML template for visualizing EEG, electroencephalography, data, complete with a navigation bar, settings and controls for data manipulation, and content sections that explain the application's features and purpose. I noticed that you've already implemented the whole spectrum, toggle switch you mentioned earlier, as it seems you want to organize the controls into three distinct sections, general, filter and spectrum. Grouping these settings can make the user interface more intuitive. In your CSS, assuming styles.css, you can style these control sections to distinguish them visually. For instance, by organizing the controls this way, users can better understand which settings are relevant to a particular category, leading to an enhanced user experience. Yeah, how hard would that be? Right, you have wave-related type levels, then you have the rest kind of thing. Channel and window size, okay, the trend can be moved in there after the levels, then say we will have the spectrum stuff, which is built the order, all spectrum and frequency scale, as scroll might be going separately. No, channel number, window size and scroll can go together. So after the trend, let's have a whole spectrum. No, please don't do that, because I don't trust you. GitHub, co-pilot, all spectrum, comment, a frequency scale. Yeah, we have all spectrum frequency scale, and then filter order. Yeah, this one here, right, that makes more sense. Then we have another one, which is all the general stuff, which are the channel number, window size and scroll. Channel selector, window size and scroll. Well, right, that's already the case. This should be good enough. Right, then we have the Flask application app settings. To change the name, yeah, we have those instructions for deployment. If you're deploying your Flask application with Apache, you will likely be using mod underscore WSGI. Here's a step-by-step guide to help you with the deployment. We need a step-by-step, we did it several times already. We're ready to deploy, restart Apache. This might take a while. Yeah, the website is down. It should be only for a second. It's back up. This is the previous tool, control 5. Okay, one thing we need to do, it's actually working. No, because sometimes, because there's a CDN, a Cloudflare, you have to actually modify the already ads on adsorbed, that have to recover some of the electricity costs. So, this is the testing in production in a 16-general, different type of wavelets. These two don't work, actually get an error. For them, you should be able to see in production, don't like this jumpy bit when you reload the page. That's when you get to the edge, but that's okay. That's different wavelet types. Yeah, this one. Giving an error, should we fix it now or later? What do you say? This actually should have a separate control. Just double-check, see what it looks like on the check if those are working. Yeah, I can't possibly fit both the charts. So, what I suggest you do is change the settings and then look at the output. I don't know how to fix it yet. It could be made smaller, I guess. If you have any ideas, please do let me know of how to make it better on a mobile phone. Yeah, the ad is not great. They're now delayed, so they will only display after 10 seconds or so, after the page is loading. No, it's still annoying, but it's a free tool. All right, and next time we'll be touching on those R1EG spectrogram, because currently this is frequency, so frequency spectrum, not the spectrum. Spectrum will be different. We'll touch on it. We'll do this probably next week.