Add second page for model Training

[kzlecha]

Summary

Be able to train a model using the following workflow:

• select goal
• select model to use
  • they cannot use a regression model for a classification problem
• process data for model
• train model
• predict based off of data
• make model have effect on game world

Goals

There are the following "goals" to execute:

• Classification Problems:
  • Identify NPC
  • Identify if you are in danger (based on light levels, nearby mobs, ect.)
  • Best use of animals
• Regression Problems:
  • Identify things to build based on build history
  • Predict where to mine for specific minerals
  • Predicting best animals to farm based on types (XP, Food, ect) A user should not be able to try to use a regression model for a classification problem

Models

We are implementing the following models:

• Classification Models:
  • KMeans
  • KNN
  • Decision Tree
  • Random Forest
  • LDA
• Regression Models:
  • Linear Regression (with or without PCA)
  • Random Forest

Design

Below I have attached a possible design for the pages:

User Experience

The user should only have to click buttons to train the model.

[Nathan-Nesbitt]

I think it's a good start but could be simplified. Maybe turn the buttons into a dropdown menu.

Start by looking at Adobe XD and design a template UI/UX. This will ensure that the workflow makes sense so we don't have unusable stuff. You can have it be interactive.

Is someone able to design this over the weekend and set up a demo so we can test it early next week? @sonorousAd? Then once we work out the bugs, we can start coding. Until then no code, focus on getting the UI right.

It should take maybe 1.5 hours at most to do the whole thing.

[Nathan-Nesbitt]

I also think we need to find the Minecraft resources from their website and directly use them. Make it as close to the real thing as possible, no clunky default buttons or weird layouts.

My advice is looking into flexbox for the layout and scrape the Minecraft website for all of the required buttons and resources.

I have a demo for flexbox on my GitHub and can link to resources if you need them.

Don't spend too long on the resources, just get them as you go. Flexbox is not hard, just you have to design the HTML properly.

[kzlecha]

I have a demo for flexbox on my GitHub and can link to resources if you need them.

Literally the best flexbox cheat sheet: https://css-tricks.com/snippets/css/a-guide-to-flexbox/