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machine learning model

this repo is just archive of created model

Multiple Linear Regression

This linear regression used Graident Descent Technique to minimize cost function which is Mean Square Error. Reference: https://medium.com/analytics-vidhya/multiple-linear-regression-from-scratch-using-python-db9368859f

Logistic Regression

Implemented from: https://www.analyticsvidhya.com/blog/2022/02/implementing-logistic-regression-from-scratch-using-python/

Multinomial Logistic Regression

Implemented from: https://www.kaggle.com/code/vitorgamalemos/multinomial-logistic-regression-from-scratch and https://sophiamyang.github.io/DS/optimization/multiclass-logistic/multiclass-logistic.html

Neural Network

Still in progress

Artificial Neural Network

Still in progress

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