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standardization

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MARINA (Multi annual radiation information approach) is a package of MATLAB® M-files purpose to standardize the procedure for solar radiation series generation, starting from raw data and providing a clean and inter-comparable data bank.

  • Updated Oct 19, 2017
  • MATLAB

Understand the relationships between various features in relation with the sale price of a house using exploratory data analysis and statistical analysis. Applied ML algorithms such as Multiple Linear Regression, Ridge Regression and Lasso Regression in combination with cross validation. Performed parameter tuning, compared the test scores and s…

  • Updated Jan 19, 2018
  • Jupyter Notebook

In this repository, a regression analysis is conducted using different machine learning and deep learning models. The study is led in order to choose the most suitable model by looking at different characteristics (models tuning, features scaling, etc).

  • Updated Mar 7, 2019
  • Jupyter Notebook

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