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2021
How do we call a C function from Python?
Need to speed up things by calling a C function from your Python script? Check this.
2020
GANs - The Original Formulation
First blog-post dedicated to Generative Adversarial Networks
The Hazard Function
How do we derive the Hazard Function in the context of Survival Anaysis?
LOTUS Theorem in GANs
How do we apply LOTUS Theorem to GANs' original value-function.
Support Vector Machines
The math behind SVMs
Kernel Methods
What's the use of Kernels in Machine Learning?
What's the VC dimension?
A quick overview.
Logistic Regression
A quick overview.
Linear Regression
Let's start with the basics.
