J. Samuel Rodriguez·Aug 30A Little on Projectile Motion of Ballistics — Derivation of Distance Formula Given Initial…In this paper, I will derive a formula to find the distance a ballistic projectile will travel (ignoring air resistance) given an initial…
Jae H. Park·Jul 16, 2025From Noise to Clarity: The Math Behind Denoising Diffusion ModelsWhen I first encountered the Denoising Diffusion Probabilistic Model (DDPM), I struggled to understand how simply adding and then removing…A response icon2A response icon2
Jeet Mukherjee·May 23, 2025Derivation of the Sigmoid Function — Along with Python CodeSo finally, you have reached here. Ever since I started my Machine Learning & Deep Learning journey, there have been very few days when I…
Jae H. Park·Mar 27, 2025Finally! A Clear Derivation of the VAE KL LossWhile analyzing the loss function of the variational autoencoder (VAE) model, I noticed that the Kullback-Leibler (KL) loss term has a nice…
Madhusuthanan B·Nov 16, 2022Deriving a formula to find the total items that can be present in a height balanced binary tree!Algorithm design | Balanced binary tree
