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Getting Lazy with Cpp

Software Engineering
cpp

How to easily create a lazy generator in cpp.

Support Vector Machines

Machine Learning
Classification

The math behind the Support Vector Machines algorithm.

The Hazard Function

Computational Neuroscience

What is the Hazard Function in the context of Survival Analysis? How can we apply it in Computational Neuroscience?

A quick overview of Logistic Regression.

Machine Learning
Classification

A pretty basic technique for binary classification.

The Kernel Trick.

Machine Learning

What is the kernel trick? What's the main advantage of this technique?

How to call a C function from Python.

Software Engineering
c
python

Need to speed up things by calling a C function from your Python script? Check this out.

The VC dimension.

Machine Learning
Classification

A quick explanation of the VC dimension.

Generative Adversarial Networks (Original Formulation)

Computer Vision
Machine Learning
Generative Adversarial Networks

"Generative Adversarial Networks" (Goodfellow et al.) Paper overview.

LOTUS Theorem in original GANs formulation.

Computer Vision
Machine Learning
Generative Adversarial Networks

How do we apply the Law Of The Unconcious Statistician to Ian Goodfellow's original GANs value function formulation?

A boring Post on Linear Regression

Machine Learning
Regression

A visual and mathematical overview of Linear Regression.

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