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Machine Learning scripts that will quicken the modelling and data analysis process

Project description

mb-scripts

Creator : Sathya Krishnan Suresh

DESCRIPTION

This is a python package to quicken the modelling and data analysis process.

PyPi : https://pypi.org/project/mb-scripts/

Installing and using mb_scripts

The package can be downloaded using pip install mb-scripts==<latest_version>

The latest version is 0.0.6.

Once you have installed mb_scripts you can begin using it.

Here are some examples for using mb_scripts.

plot_decision_boundary is used to visually look at the decision boundary of classification functions

2022-04-25 (1)

classifiers_metrics returns a dataframe that consists of precision, recall, accuracy_score and f1_score for all the classification models passed.

2022-04-25 (2)

You can also find a couple of cnn image classification models in mb_scripts.cnn_image_architecture.

I am writing scripts regularly so the versions will keep changing for the next one month. Stay tuned.

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