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Update README.md
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jayakommuru authored Oct 10, 2023
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# Model calibration with pyspark

<img width="1069" alt="Screenshot 2023-10-09 at 4 20 38 PM" src="https://github.com/Meesho/spark_calibration/assets/102668625/4d45d9d9-601b-406b-8b8a-55be944d4019">
<img width="1069" alt="Screenshot 2023-10-10 at 3 19 39 PM" src="https://github.com/Meesho/spark_calibration/assets/102668625/d66ad0c9-3501-4f15-a73f-9266f7d3ab4c">


This package provides a Betacal class which allows the user to fit/train the default beta calibration model on pyspark dataframes and predict calibrated scores

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```
plot_calibration_curve(test_df)
```
<img width="1069" alt="Screenshot 2023-10-09 at 4 20 38 PM" src="https://github.com/Meesho/spark_calibration/assets/102668625/4d45d9d9-601b-406b-8b8a-55be944d4019">
<img width="1069" alt="Screenshot 2023-10-10 at 3 19 39 PM" src="https://github.com/Meesho/spark_calibration/assets/102668625/d66ad0c9-3501-4f15-a73f-9266f7d3ab4c">

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