Karim Abbas
← All work 2024Personal project

F1 Fantasy predictor

Where LapByLap started: use the current season’s data to estimate the best-value Fantasy lineup for each race.

  • Python
  • Pandas
  • Machine learning
See LapByLap

What it did

It took race and pricing data for the season, estimated expected points for each driver and constructor, and returned a lineup per race weekend.

It gave a single answer with no sense of how uncertain it was, and you could not change how much risk to take. Those two gaps are what LapByLap was built to fix.

Caveats

  • Replaced by LapByLap and no longer maintained.