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This is a discord bot created to assist in FIFA Leagues in a discord server.

Python 36.20% Jupyter Notebook 63.80%
bot discord-bot fifa-bot machine-learning prediction-model

fifa-mlyouthbot's Introduction

FIFAYouthBot

This is a discord bot created to assist in FIFA Leagues in a discord server. The bot is hosted using replit and uptimebot.

Functions

It has simple functions include $youth and $retire. It provides outputs as embeds in discord channels.

$scout

$scout(followed by team, position, continent) (example: $scout Toulouse FWD Europe) generates a scouted player based off of team ratings. First, it takes in a random age between 18 and 29, then it uses the input features obtained to predict the rating of such a player based off previously trained data, lastly it generates growth based off age to display the final player output as an embed. XgBoost was used for this model.

$youth

$youth(followed by tier) (example: $youth Elite) creates a random youth player with the given tier's rating ranges. It gives player position, rating, potential, age, trait and versatile subtrait. The bot also sends a selected image for certain types of players.

$retire

$retire(followed by threshold) (example: $retire 55, retired if random number <= 55). $retire generates a random number from 1-100 to decide if your player retires or not.

fifa-mlyouthbot's People

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