Get set up to work remotely in PyCharm in < 5 minutes! —

A Personal Favorite 1-Liner — Overview My last post demonstrated a simple process for evaluating a set of face pairs to determine whether or not the two are blood relatives. Several snippets were breezed over like black boxes. …

Part 3 of my C++ pointer series — · Overview · Item 18: Unique_ptr for exclusive-ownership resource management. ∘ An Exclusive Relationship ∘ Raw Pointers ∘ The smart pointer ∘ Custom deleters ∘ Custom interface ∘ Tips for Smart Pointers · Item 19: Shared_ptr for shared-ownership resource management. ∘ Analogy: Simple reference counting…

Part 1: Motivation and fundamentals of stereo vision — Our perception of depth is essential for creating the 3D world around us. This knowledge has been prevalent for centuries, and one man who knew this well was Leonardo da Vinci. He used his expertise to help him create some art that would be famous across history pieces such as…

Math, theory, and intuition for machine learning engineers — Let’s examine log-loss and demystify this critical machine learning objective: its mathematical rigor, theoretical foundations, and intuitive aspects. This blog will provide deep insights to optimize your models more effectively and understand log-loss for real-world applications! Table of Contents · Introduction · The Basics of Log-Loss · The Mathematics Behind Log-Loss · The Theory Underpinning Log-Loss ·…

Navigate with Decorators, Generators, and Metaclasses Like a Pro — Let us learn five techniques for Python programmers to improve their codebases vastly. Functional Programming. Decorators. Generators. Metaclasses. Context Managers. Experienced developers often use these techniques to write cleaner, more efficient, and modular code. As data scientists, Python is a commonly used tool to solve many computational problems that arise…

A Journey Through Gaming Graphics Evolution — Like many others, I remember waking up to the hyped-up Nintendo-64 gaming console with its stocked Mario on Christmas morning in 1996. At first glance, the only difference was a cleaner, slicker console, smaller gaming cartridges, and the added joystick. But when we plugged it in and powered it on…

Good stuff! Great read! Thanks for highlighting this paper! Most certainly a need for this at the moment! :)

Delve into real-world examples to transform configuration management in your ML applications — Overview Welcome to “Mastering Configuration Management in Machine Learning with Hydra”! This comprehensive tutorial is designed to take you from the basics of Hydra to advanced techniques for managing configurations in your ML projects. We will also explore the integration of Hydra with high-performance computing environments and popular machine-learning frameworks. …