Coding 
 

Mathematics


These logics are underlying Machine Learning

Logic cheat sheets

The aim here is to gather cheat sheets for quickly unravelling complex logical arguments.

Unravel with ease ...

A veritable truth in reality

Merkle trees

Merkle trees are used in peer-to-peer networks such as Tor, Bitcoin, Git and in IPFS (as a forest of linked Merkle trees).

Hashing it up ...

Some of this math is behind machine learning as well

The math behind data analysis algorithms

The math behind algorithms made with for example decision trees, naive Bayes classification, ordinary least squares regression, logistic regression, support vector machines, ensemble methods, clustering, principal component analysis, singular value decomposition and independent component analysis.

Demystify this ...

It does make for some music now and then.

All (other) math

The named bucket for the rest.

Pun intended.

There, there ...

Game theory is the scientific study of strategically interdependent decision making.

The traitor's manual

Game theory is the scientific study of strategically interdependent decision making. The Traitor's manual attempts to provide easy access to simple resources for discovering the rules of a game and making effective counter-moves. Not much math, even though it is.

Game the system ...

A veritable truth in reality

Directed acyclic graphs (DAGs)

Directed acyclic graphs (DAGs) are used to model probabilities, connectivity, and causality. And in IPFS.

Not running around ...