Posts
Attention is all you need
A primer on the Transformer architecture.
Getting Lazy with Cpp
How to easily create a lazy generator in cpp.
Support Vector Machines
The math behind the Support Vector Machines algorithm.
The Hazard Function
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.
A pretty basic technique for binary classification.
The Kernel Trick.
What is the kernel trick? What's the main advantage of this technique?
The VC dimension.
A quick explanation of the VC dimension.
Generative Adversarial Networks (Original Formulation)
"Generative Adversarial Networks" (Goodfellow et al.) Paper overview.
LOTUS Theorem in original GANs formulation.
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
A visual and mathematical overview of Linear Regression.