Added README
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This repository contains several scripts integral to the development, training, and deployment of a machine learning model.
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**classifiers_test.py**
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*Purpose:* This script is used for testing various classifiers.
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*Functionality:* It conducts a series of tests on different classifiers to evaluate their performance and suitability for our model.
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**model_creation.py**
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*Purpose:* Responsible for creating and training the machine learning model.
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*Functionality:* Reads input data, trains the model and saves it to trained_model.pkl.
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**model_inference.py**
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*Purpose:* Utilizes the trained model to make predictions on new data.
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*Functionality:* Loads the model from trained_model.pkl, makes predictions on new data and outputs a binary table indicating collapse predictions.
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