Gallery: ClassRegPred

Methods

Methods: LPM, GLM, RFs (Titanic)

OLS predictions: Excess covid deaths

Neural Networks

Gradient Descent	shallow NN	shallow NN: universal approx. theorem
CNNs: Minst data	NLP (GPT,T5,BART,…): Token classification (NER), seq2seq, etc.

RL

Deep RL: Gridworld

Deep RL: Lunar Lander

Deep RL: Space Invaders

Data sets

Survival on the Titanic	Boat views	Site visits
CNNs: Minst data	CNNs: CIFAR100