thegautamkumarjaiswal / ipl-rip6o

ML model to predict runs per 6 overs in Inning of IPL.

IPL-RIP6O

IPL Runs Inning Per 6 Overs

In this project, I am making a Machine Learning model that can predict the score after every six overs in an inning of match.

Problem idea:

Given certain input parameters regarding an innings of a T20 cricket match, predict the total runs scored by the batting team at the end of 6 overs.

Difficulty :

Medium

Workspace structure:

1. data
   1. all_matches.csv
   2. inputFile.csv
   3. playersList.csv
2. CODE_OF_CONDUCT.md
3. CONTRIBUTE.md
4. LICENSE
5. README.md
6. Untitled.ipynb
7. main.py
8. predictor.py
9. requirments.txt

Data description:

The first row of all_matches CSV file contains the headers for the file, with each subsequent row providing details on a single delivery. The headers in the file are:

• match_id
• season
• start_date
• venue
• innings
• ball
• batting_team
• bowling_team
• striker
• non_striker
• bowler
• runs_off_bat
• extras
• wides
• noballs
• byes
• legbyes
• penalty
• wicket_type
• player_dismissed
• other_wicket_type
• Other_player_dismissed

Input file is a test set CSV file which have details of 6 overs in 1 inning like: bowlers, batting team.

In players list CSV file conatins all players name in the match.

Prerequisites:

• Basic knowledge of cricket(IPL, T-20)
• Python language skills
• Analytical skills to analyise the data from previous matches and coming up with a code to predict the scores after 6 overs in every innings.

Requirments:

follow the requirments file for imformation.

Welcome!, Contributors:

Don't worry about experience, Just follow the CONTRIBUTING guidelines. This repository for you, try out your knowldege of coding, ML and Data science. Happy Coding!

ipl-rip6o's Issues

Add Contributors Section in readme

I want to add a contributors section in the readme to showcase all the valuable contributors of this repository.
@thegautamkumarjaiswal Do assign me this issue under DCP'21.
Thank You.

add fev-icon.

please assign it to me.

Add ML model to predict RIP6O

Add a Best ML model using ML libraries like Tensorflow, Scikit-learn or Pytorch to predict the Runs in Per Six Over using following test file... follow README.md file

Add me to contribute

assign me to your contribution in Devincept at # ipl-rip 60

Create a basic GUI for project toh showcase

Add a simple web user interface to show what project will do.