Genie Builder 1.0 - Building a data fitting web app
Genie Buidler is a low-code, drag and drop, VSCode plugin that allows the creation of dashboards and web applications very easily.
I give my first impressions of Genie Builder showcasing a data fitting application. I will read a CSV, convert to DataFrames, and use the optimization packages ADNLPModels and JSOSolvers to fit that with a nonlinear fit. I hope you enjoy it!
Code: https://github.com/abelsiqueira/genie...
0:00 Intro
1:15 What is Genie Builder
2:00 Installing
3:00 Creating a new project
3:40 Exploring the initial example
5:45 Pitfall - Hidden msg in the app
7:30 Starting our app
9:00 Example code exploration
10:35 Starting our code
11:35 Bug - 500 internal for some reason - reset required
12:20 Linking plot property to data
13:03 Add a button
13:45 Create trigger for button click with fitting code
15:00 Linking button property to button click event
15:12 Add the fit plot on top of the scatter
16:30 Computing the linear fit
17:35 Add a slider for the Ridge regression
19:45 onchange example with the slider
21:20 Computing the nonlinear fit
27:20 End of code part of the fit
29:10 Add a paragraph with the output (example of v-html directive to process HTML directly)
33:50 Using the AI assistant to change the visual elements (UI)
35:20 Demo end
35:35 Pricing
37:12 Final remarks
#Julia #JuliaLang #Genie #GenieBuilder #WebApp #LowCode #Data #Optimization #JuliaSmoothOptimizers #DataScience #Dashboard