A useful repository for AC-GAN experiments (with a single cell RNA expression dataset example)

Model selection and training of Generative Adversarial Networks(GAN) models are tricky and arise many questions: Which implementation of GAN should I use? : WGAN, WGAN with gradient penalty or consistency term or simply GAN without modification... What should be the architecture of my GAN? : # of layers, # of nodes in the hidden layers and … Continue reading A useful repository for AC-GAN experiments (with a single cell RNA expression dataset example)

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Monte Carlo simulation for Monty Hall problem

Monty Hall is a popular game and also a great way to show the power of prior knowledge! The game is simple, There are 3 doors. There is a car in one door, while other doors have a goat behind. Gameplay: You pick a door The Host, who knows what's behind the doors, opens another … Continue reading Monte Carlo simulation for Monty Hall problem