the decision blog

the partners discover that their most impressive ship is also their least profitable — and then they fix it

we create a fictional Roman trading company for fun and profit in the world of Pliny the Elder

we implement a transformer architecture to predict whether tweets are worthy or subpar

we set up a net with convolutional architecture in pytorch, which can distinguish images of birds from those of airplanes

we construct a neural net for sentiment prediction from scratch using numpy

we use a convolutional network to predict the inputs and outputs of a separate target net

we use a historical example to illustrate a graphical tree approach to bayes' equation for updating beliefs in light of new evidence

we show how to use a convolutional net for the identify-handwritten-numbers task

we derive the backprop equations necessary for training a convolutional neural network

we present a to-do list game that combines foreign language learning, writing, and role playing