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algorithms

Vision & ML

Linear vs Logistic Regression, all in Numpy

Implementing two familiar learning algorithms from scratch, and understanding the evaluation pipeline.

Vision & ML

Fast One Hot Encoding using Numpy (No For Loops)

Thinking in arrays: vectorized label encoding, class mappings, and the cost of dense representations.

Computing

When is the Best Sorting Algorithm the best?

I wrote a python code which plots the variations of average time of execution for various input sizes. I took the actual time of execution on my machine rather