Mac Pro Cube

I designed a Mac Pro concept based off the iconic Power Mac G4 Cube, I then rendered the Mac in blender using the eevee rendering engine on the SheepIt rendering farm. 馃敼 Design Process Modelled in Onshape Rendered with Blender I used the Sheep-it rendering farm to create the image using EEVEE. 馃敼 How I made the vents I used this equation and layered it by the radius of each circle to make the pattern....

March 29, 2025 路 1 min

Python Terminal

I made a python based terminal that is similar to the linux operating system 馃敼 Design Process Command Handling Every first token goes through a switch case statement to match the command. Parameter handling After it processes the first token the next tokens are ordered in a hash map and are then passed into the corresponding functions. 馃敼 Features Neofetch clone Basic text editor Hardware monitor Networking (Sockets based)

March 29, 2025 路 1 min

Exploring Fully Connected Deep Neural Networks in 3D Space

Abstract This post explores a novel neural network architecture where the deep layers are structured in 3D space. Unlike traditional dense layers that treat neurones as flat vectors, this design arranges neurones as volumetric grids, while maintaining full inter-layer connectivity. This 3D abstraction allows new ways of thinking about data representation, weight organisation, and potential applications in volumetric learning such as medical imaging or point cloud analysis. 1. Introduction Most deep learning architectures treat neurones as abstract units in flat, unstructured vectors....

April 18, 2025 路 3 min 路 Ruben Phagura

UK inflation forecasting

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March 29, 2025 路 1 min