Wojciech's Projects
A resource repository for 3D machine learning
3D Face Classification with Graph Neural Networks
Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).
Web service specification for BIM Collaboration Format
A Revit plugin to automatically create the Billf of Quantities of a project. This is a work in progress.
A mirror of bim classification systems
Cookiecutter template for FastAPI projects using: Machine Learning, Poetry, Azure Pipelines and Pytests
Revit Addin for converting a IFC file to RVT file via the Design Automation for Revit
Implementation of Deep Q-learning to solve random mazes.
Deep Reinforcement Learning algorithms to solve a navigation problem
DeepFaceLab fork which provides IPython Notebook to use DFL with Google Colab
Digital Buildings (ontology and SDK) currently being used by Google internally to manage our own buildings.
electrical wiring design
Example implementations of IFC.js.
In this study, we explore the capacity of the graph autoencoder to capture important topological features of the graph in the embedding and study their effect on downstream learning.
An Angular implementation with Autodesk Forge and a simple SPARQL query service
Dynamo script written in python allowing for switch of geometry order
Example code and applications for machine learning on Graphcore IPUs
Code for KDD'20 "Generative Pre-Training of Graph Neural Networks"
[ICLR 2020; IPDPS 2019] Fast and accurate minibatch training for deep GNNs and large graphs (GraphSAINT: Graph Sampling Based Inductive Learning Method).
An application to group clashes in Navisworks
IFC.js based IFC to Linked Building Data parsers
IFC to BOT converter
Generation of Space Boundaries based on IFC files for Building Simulation
🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images