📣 Holiday Season App Challenge - NYC MTA

[nilsfl]

Hi there,

I would also like to contribute to this nice challenge with my app that you can find here:

App: https://holiday-app.nflaschel.de/
Code: GitHub - nils-fl/HolidayAppChallenge

Home:

• There are some time series info as cards and scatter subplot on the first page.

Now & Then

• A comparison of pre- and post-pandemic ridership
• Text is dynamically generated with a LLM API

Forecast

• Two models forecasting the last 60 days of the dataset
• Models are in the code but the predictions were saved to the repo because my machine run out of memory during training
• First model is CES using the great Nixtla library
• Second model is Chronos by Amazon using the great sktime library
• It’s just a simple showcase, not intended to be a sophisticated forecasting project

Had a lot of fun, as always

Cheers
Nils