Rico's Nerd Cluster

Deep Learning - Loss Functions

Mean Squared Error, Mean Absolute Error, Hinge Loss, Huber Loss, L1 Loss, Cross Entropy Loss, NLL Loss, Sparse Entropy, IoU Loss, Dice Loss, Focal Loss, Cauchy Robust Kernel

Deep Learning - Activation

Sigmoid, ReLU, GELU Tanh

Deep Learning - Auto Differentiator From Scratch

Auto Diff Is The Dark Magic Of All Dark Magics Of Deep Learning

Deep Learning - Gradient Checking

First Step To Debugging A Neural Net

Deep Learning - Introduction

Why Do We Even Need Deep Neuralnets? Data Partition, ML Ops, Data Normalization

Computer Vision - Pinhole Camera Model

This Blog Shows How A Small Magic Peek Hole Captures The World

Web Development - Reactive Design

React, Flask

Web Development - Flask

React, Flask

Computer Vision - Random Tree

Random Tree

Computer Vision - Ray Tracing, Ray Casting, Gaussian Splatting