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In this repo I have developed a IPL First Innings Score Prediction project in machine learning. And deployed on Heroku app.

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yogeshnile/IPL-First-Inning-Score-Predict

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IPL First Inning Score Prediction 📓  

In this repo I have developed a IPL First Innings Score Prediction project in machine learning. And deployed on Heroku app.

Motivation 🧐

  • IPL is very popular in India. The match of ipl has 20-20 overs, if we can estimate the score of first inning, that's why I have made this project. Although it is difficult to predict what will happen in cricket, but this project would give us an estimate based on past match. I hope would be you like it.

How to run the project? 🤔

1). Run all command manually

  • Clone github repository in your local system git clone https://github.com/yogeshnile/IPL-First-Inning-Score-Predict.git
  • Move in IPL-First-Inning-Score-Predict repository cd IPL-First-Inning-Score-Predict
  • Create new virtual python environment python3 -m venv venv
  • Activate virtual python environment source venv/bin/activate
  • Install all the libraries mentioned in requirements.txt using pip install -r requirements.txt
  • Run FlaskApp file python app.py
  • Go to your browser and type http://127.0.0.1:5000/ in the address bar.
  • Hurray! That's it.

2). Run Shell Script

  • Clone github repository in your local system git clone https://github.com/yogeshnile/unix.git
  • Give execute permission to ipl-first-inning-score-predict.sh file via chmod +x ipl-first-inning-score-predict.sh
  • Run ipl-first-inning-score-predict.sh file using ./ipl-first-inning-score-predict.sh
  • Go to your browser and type http://127.0.0.1:5000/ in the address bar.
  • Finished...

Directory Tree 🌵

.
├── app.py
├── first-innings-score-model.pkl
├── Images
│   ├── 1.png
│   ├── 2.png
│   └── 3.png
├── ipl.csv
├── LICENSE
├── model_development.py
├── Procfile
├── README.md
├── requirements.txt
├── static
│   ├── icon
│   │   └── ipl-favicon.ico
│   ├── images
│   │   ├── csk.png
│   │   ├── dc.png
│   │   ├── kkr.jpg
│   │   ├── kxip.png
│   │   ├── mi.jpg
│   │   ├── rcb.png
│   │   ├── rr.png
│   │   └── srh.png
│   └── style.css
└── templates
    ├── index.html
    ├── layout.html
    └── result.html

5 directories, 24 files

Technology used in Project ♨️

ScreenShot 📸

Bug / Feature Request 👨‍💻

If you find a bug (the website couldn't handle the query and / or gave undesired results), kindly open an issue here by including your search query and the expected result.

If you'd like to request a new function, feel free to do so by opening an issue here. Please include sample queries and their corresponding results.

Connect with me! 🌐

Known on internet as Yogesh Nile

Email Me 📧