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bim-gen

Pytorch implementation of DiffusionNet for fast and robust learning on 3D surfaces like meshes or point clouds.

designml

Experimenting a way to train neural networks during runtime, relieving systems of needing to store copious amounts of data in memory.

environmentalstudy

Javascript deployment for a Sunpath Diagram using ThreeJS, accepting 3DM file uploads.

floorplanto3d

Create 3d rooms from floorplan images

ml.school

Machine Learning School

perlinnoisesurfacegenerator

Generating surfaces with Perlin Noise.

python-ml-production

production pipeline for machine learning in python

speckle-hackathon

stable-diffusion-webui

Stable Diffusion web UI

tobeoptimized

TBO (To Be Optimised) is an Entrepreneurship Capstone which enables efficiency in hospital design by helping healthcare architects to generate layouts based on authority guidelines and advice from medical planners, and optimise layouts based on pedestrian simulation throughout the generated spaces. The project consists of a downloadable plugin for Revit which automatically generates layouts based on a selected floor plan and a website which showcases the plugin. The technical aspects include the use of C# to interact with Revit API, Python for optimisation algorithms and HTML / CSS for the website showcase. Rhinoceros and Grasshopper was initially used to visualize outputs from tests of procedural generation algorithms.