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Regularization in Python

The codes presented in this repository is part of an article in Towards Data Science.

The sklearn and tensorflow versions are fixed in the requirements.txt file.

Data

The data is obtained from Kaggle via https://www.kaggle.com/datasets/harlfoxem/housesalesprediction?resource=download.

The model

We will fit a lasso and ridge models to predict the price of a house based on the features in the dataset.

Lasso and ridge will be implemeneted in sklearn and tensorflow.

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Project to showcase how to regularize using Sklearn or Keras

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