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hammadshaikhha / repository
Implements common data science methods and machine learning algorithms from scratch in python. Intuition and theory behind the algorithms is also discussed.
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I write the notebooks to contain:
Intuition
Mathematics and Statistics behind the tool/algorithm
Code implementation from scratch (using numpy)
Application to real (publicly available) data
If you spot any mistakes in the code or the theory, feel free to raise an issue.
If you would like to directly contact me with queries related to this repository:
Email: hammy.shaikh@mail.utoronto.ca
Twitter: https://twitter.com/HammadShaikhha