Welcome to the IPL 2024 Score Prediction web app! This app provides predictions of the runs scored by the batting team in an IPL match based on various features including the opponents, overs played, boundaries scored, wickets lost, and more.
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Prediction Model: The app employs a Random Forest model to estimate the runs scored by the batting team. This model is implemented using the popular scikit-learn library in Python.
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Inspiration: This project was inspired by the insightful video content created by Satyajit Pattnaik.
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Input Features: Provide the necessary input features such as opponents, overs played, boundaries scored, and wickets lost.
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Run Prediction: Once the input features are provided, the app will generate a prediction of the runs scored by the batting team.
To get started with using the IPL 2024 Score Prediction web app, follow these steps:
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Clone the repository to your local machine:
git clone https://github.com/sawlachintan/streamlit.git
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Install the required dependencies. You can use the following command to install dependencies using pip:
pip install -r requirements.txt
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Run the web app:
python app.py
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Access the web app in your browser by navigating to
http://localhost:8051
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