Jeyadev R

AI / Sports Analytics

T20 Fantasy Impact Model

LightGBM Fantasy Team Optimizer

T20 Fantasy Impact Model: LightGBM Fantasy Team Optimizer

About this project

ML-driven T20 cricket fantasy team optimizer. Dual LightGBM models (mean + P90 quantile) trained on ball-by-ball data predict batting runs and bowling impact; a match-day engine then builds an optimal Dream11-style XI under credit/role constraints with captain/vice-captain selection.

Category
AI / Sports Analytics
Built by
Jeyadev R

Tech stack

  • Python
  • LightGBM
  • pandas
  • joblib

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