How to Write Configuration Files in Your Machine Learning Project.

When working on a Machine learning project flexibility and reusability are very important to make your life easier while developing the solution. Find the best way to structure your project files can be difficult when you are a beginner or when the project becomes big. Sometime you may end up duplicate or rewrite some part of your project which is not professional as a Data Scientist or Machine learning Engineer. A quick example is when running different Machine Learning experiments to find the best model for the problem you are trying to solve, most of the time people tend to change the values of the different parameters directly from the source code and run the experiment again and again. They repeat this process until they get the best results.