Skip to content

Built a fantasy points calculator with best XI recommendations using XGBoost (MAE: 140.6). Developed a train/test data selection tool & visualized model metrics. Improved transparency with LIME for better insights. Contributed 15% of the team’s total points, ranking 2nd highest.

Notifications You must be signed in to change notification settings

AnirudhArrepu/Dream11-InterIIT-TechMeet-13.0

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

56 Commits
 
 
 
 
 
 
 
 

Repository files navigation

Prerequisites

Before you begin, make sure you have the following installed on your machine:


Installation and Running the Project Locally

Step 1: Frontend Setup

  1. Open a terminal and navigate to the following directory:

    cd src/UI/Product_UI/
  2. Install the frontend dependencies by running:

    npm i
  3. Once the dependencies are installed, start the React development server:

    npm start

Step 2: Server Setup

  1. Open a terminal and navigate to the following directory:

    cd src/UI/Product_UI/src/server
  2. Install the server dependencies by running:

    pip install Flask flask-cors requests flask-caching pymongo pyjwt werkzeug pandas numpy joblib lime mistralai xgboost
  3. Once the dependencies are installed, start the React development server:

     python3 server.py

About

Built a fantasy points calculator with best XI recommendations using XGBoost (MAE: 140.6). Developed a train/test data selection tool & visualized model metrics. Improved transparency with LIME for better insights. Contributed 15% of the team’s total points, ranking 2nd highest.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Contributors 4

  •  
  •  
  •  
  •