MMOs and Machines

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  Splash page

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  Prediction minigame

Inspiration

Work on MMO markets in the past and wanting to further our own and other's understandings of how all markets have some similarities.

What it does

Contains two sections; one for an MMO market, and one for the real market. Allows users to play against an AI and also view predictions by the AI for both. Flashcards to learn trivia about the markets, and a dictionary to familiarise and understand financial terms.

How we built it

NeuralProphet models trained on datasets to predict possible financial futures for both in game economies and stocks allowing our users to 'play' against an AI to see how they would fare, while deepening their understanding of trends. Simple bootstrap website with custom CSS for design.

Challenges we ran into

Motivation & morale, difficulties around finding a project to work on, time

Accomplishments that we're proud of

Display on the website, the models, the width of the project (tying gaming & finance together for a wider, easier introductory period)

What we learned

How to further work with NeuralProphet, JavaScript, further on how to work under pressure

What's next for MMOs and Machines

Polishing, further tuning of the NeuralProphet models, further work on flashcards and the dictionary. Adding instructions to help users understand how to use the site & understand the content.

Built With

• alphavantage
• javascript
• neuralprophet
• python